Professor Sheng Chen | Electronics and Computer Science

2022

Huang, Zhaohui, He, Dongxuan, Chen, Jiaxuan, Wang, Zhaocheng and Chen, Sheng (2022) Autoencoder with fitting network for Terahertz wireless communications: A deep learning approach. China Communications, 19 (3), 172-180. (doi:10.23919/JCC.2022.03.012). (In Press)
Liu, Tong, Tian, Zeyue, Chen, Sheng, Wang, Kai and Harris, Chris J. (2022) Deep cascade gradient RBF networks with output-relevant feature extraction and adaptation for nonlinear and nonstationary processes. IEEE Transactions on Cybernetics. (In Press)
Sun, Xin, Chen, Changrui, Wang, Xiaorui, Dong, Junyu, Zhou, Huiyu and Chen, Sheng (2022) Gaussian dynamic convolution for efficient single-image segmentation. IEEE Transactions on Circuits and Ssystems for Video Technology, 32 (5), 2937-2948.
Liu, Tong, Chen, Sheng, Liang, Shan, Gan, Shaojun and Harris, Christopher (2022) Multi-output selective ensemble identification of nonlinear and nonstationary industrial processes. IEEE Transactions on Neural Networks and Learning Systems, 33 (5), 1867-1880. (doi:10.1109/TNNLS.2020.3027701).
Tahir, Madiha, Halim, Zahid, Rahman, Atta Ur, Waqas, Muhammad, Tu, Shanshan, Chen, Sheng and Han, Zhu (2022) Non-acted text and keystrokes database and learning methods to recognize emotions. ACM Transactions on Multimedia Computing, Communications, and Applications, 18 (2), 1-24.

2021

Zhang, Ting, Waqas, Muhammad, Shen, Hao, Liu, Zhaoying, Zhang, Xiangyu, Li, Yujian, Halim, Zahid and Chen, Sheng (2021) A neural network architecture optimizer based on DARTS and generative adversarial learning. Information Sciences, 581, 448-468.
Tan, Chao, Chen, Sheng, Ji, Genlin and Geng, Xin (2021) A novel probabilistic label enhancement algorithm for multi-label distribution learning. IEEE Transactions on Knowledge and Data Engineering. (doi:10.1109/TKDE.2021.3054465).
Gong, Shiqi, Xing, Chengwen, Jing, Yindi, Wang, Shuai, Wang, Jiaheng, Chen, Sheng and Hanzo, Lajos (2021) A unified MIMO optimization framework relying on the KKT conditions. IEEE Transactions on Communications, 69 (11), 7251-7268. (doi:10.1109/TCOMM.2021.3102641).
Awada, Uchechukwu, Zhang, Jiankang, Chen, Sheng and Li, Shuangzhi (2021) Air-to-air collaborative learning: a multi-task orchestration in federated aerial computing. Ardagna, Claudio Agostino, Chang, Carl K., Daminai, Ernesto, Ranjan, Rajiv, Wang, Zhongjie, Ward, Robert, Zhang, Jia and Zhang, Wensheng (eds.) In Proceedings - 2021 IEEE 14th International Conference on Cloud Computing, CLOUD 2021. vol. 2021-September, pp. 671-680 . (doi:10.1109/CLOUD53861.2021.00086).
Awada, Uchechukwu, Zhang, Jiankang, Chen, Sheng and Li, Shuangzhi (2021) AirEdge: A dependency-aware multi-task orchestration in federated aerial computing. IEEE Transactions on Vehicular Technology, 71 (1), 805-819. (doi:10.1109/TVT.2021.3127011).
Zuo, Xingxuan, Zhang, Jiankang, Chen, Sheng and Mu, Xiaomin (2021) Beam selection assisted UAV-BS deployment and trajectory for beamspace MmWave systems. Wireless Communications and Mobile Computing Journal, 2021, 1-21, [1363586]. (doi:10.1155/2021/1363586).
Ma, Ke, He, Dongxuan, Sun, Hancun, Wang, Zhaocheng and Chen, Sheng (2021) Deep learning assisted calibrated beam training for millimeter-wave communication systems. IEEE Transactions on Communications, 69 (10), 6706-6721. (doi:10.1109/TCOMM.2021.3098683).
He, Dongxuan, Wang, Zhaocheng, Quek, Tony Q. S., Chen, Sheng and Hanzo, Lajos (2021) Deep learning-assisted TeraHertz QPSK detection relying on single-bit quantization. IEEE Transactions on Communications, 69 (12), 8175-8187.
Zhao, Qilu, Dong, Junyu, Yu, Hui and Chen, Sheng (2021) Distilling ordinal relation and dark knowledge for facial age estimation. IEEE Transactions on Neural Networks and Learning Systems, 32 (7), 3108-3121, [9169852]. (doi:10.1109/TNNLS.2020.3009523).
Xing, Chengwen, Wang, Shuai, Chen, Sheng, Ma, Shaodan, Poor, H. Vincent and Hanzo, Lajos (2021) Matrix-monotonic optimization: Part I: single-variable optimization. IEEE Transactions on Signal Processing, 69, 738-754, [9256999]. (doi:10.1109/TSP.2020.3037513).
Xing, Chengwen, Wang, Shuai, Chen, Sheng, Ma, Shaodan, Poor, H. Vincent and Hanzo, Lajos (2021) Matrix-monotonic optimization: Part II: multi-variable optimization. IEEE Transactions on Signal Processing, 69, 179-194, [9257097].
Chen, Sheng, Ng, Soon Xin, Khalaf, Emad, Morfeq, Ali and Alotaibi, Naif (2021) Particle Swarm Optimization Assisted B-spline Neural Network Based Predistorter Design to Enable Transmit Precoding for Nonlinear MIMO Downlink. Neurocomputing, 458, 336-348.
Meng, Yuxin, Rigall, Eric, Chen, Xueen, Gao, Feng, Dong, Junyu and Chen, Sheng (2021) Physics-guided generative adversarial networks for sea subsurface temperature prediction. IEEE Transactions on Neural Networks and Learning Systems, 1-14. (In Press)
Zhang, Jiankang, Chen, Sheng, Wang, Fasong, Ng, Soon Xin, Maunder, Robert and Hanzo, Lajos (2021) Priority-aware secure precoding based on multi-objective symbol error ratio optimization. IEEE Transactions on Communications, 69 (3), 1912-1929, [9311648]. (doi:10.1109/TCOMM.2020.3048351).
Ju, Yakun, Dong, Junyu and Chen, Sheng (2021) Recovering surface normal and arbitrary images: a dual regression network for photometric stereo. IEEE Transactions on Image Processing, 30, 3676-3690, [9376632]. (doi:10.1109/TIP.2021.3064230).

2020

Waqas, Muhammad, Niu, Yong, Li, Yong, Ahmed, Manzoor, Jin, Depeng, Ahmed, Manzoor, Chen, Sheng and Han, Zhu (2020) A comprehensive survey on mobility-aware device-to-device communications: Principles, practice and challenges. IEEE Communications Surveys & Tutorials, 22 (3), 1863-1886. (doi:10.1109/COMST.2019.2923708).
Qiao, Li, Zhang, Jun, Gao, Zhen, Chen, Sheng and Hanzo, Lajos (2020) Compressive sensing based massive access for IoT relying on media modulation aided machine type communications. IEEE Transactions on Vehicular Technology, 69 (9), 10391-10396, [9130957]. (doi:10.1109/TVT.2020.3006318).
Liu, Tong, Chen, Sheng, Liang, Shan, Gan, Shaojun and Harris, Chris J. (2020) Fast adaptive gradient RBF networks for online learning of nonstationary time series. IEEE Transactions on Signal Processing, 68 (1), 2015-2030, [9040439]. (doi:10.1109/TSP.2020.2981197).
Liu, Tong, Chen, Sheng, Liang, Shan, Du, Dajun and Harris, Christopher (2020) Fast tunable gradient RBF networks for online modeling of nonlinear and nonstationary dynamic processes. Journal of Process Control, 93, 53-65. (doi:10.1016/j.jprocont.2020.07.009).
Sha, Ziyuan, Wang, Zhaocheng, Chen, Sheng and Hanzo, Lajos (2020) Graph theory based beam scheduling for inter-cell interference avoidance in MmWave cellular networks. IEEE Transactions on Vehicular Technology, 69 (4), 3929-3942, [8978709]. (doi:10.1109/TVT.2020.2970989).
Liu, Tong, Chen, Sheng, Liang, Shan and Harris, Christopher (2020) Growing and pruning selective ensemble regression for nonlinear and nonstationary systems. IEEE Access, 8 (1), 73278-73292, [9066960]. (doi:10.1109/ACCESS.2020.2987815).
Xing, Chengwen, Zhao, Xin, Wang, Shuai, Xu, Wei, Ng, Soon and Chen, Sheng (2020) Hybrid transceiver optimization for multi-hop communications. IEEE Journal on Selected Areas in Communications, 38 (8), 1880-1895, [9112292]. (doi:10.1109/JSAC.2020.3000808).
Gong, Shiqi, Xing, Chengwen, Lau, Vincent K.N., Chen, Sheng and Hanzo, Lajos (2020) Majorization-minimization aided hybrid transceivers for MIMO interference channels. IEEE Transactions on Signal Processing, 68, 4903-4918, [9174747]. (doi:10.1109/TSP.2020.3018548).
Tan, Chao, Chen, Sheng, Ji, Genlin and Geng, Xin (2020) Multilabel distribution learning based on multi-output regression and manifold learning. IEEE Transactions on Cybernetics, 1-14. (doi:10.1109/TCYB.2020.3026576).
Chen, Sheng, Ng, Soon, Khalaf, Emad, Morfeq, Ali and Alotaibi, Naif (2020) Multiuser detection for nonlinear MIMO uplink. IEEE Transactions on Communications, 68 (1), 207-219, [8886598]. (doi:10.1109/TCOMM.2019.2949991).
Zhang, Xiaoyu, Chen, Sheng and Hanzo, Lajos (2020) On the discrete-input continuous-output memoryless channel capacity of layered ACO-OFDM. IEEE Journal of Lightwave Technology, 38 (18), 4955-4968, [9098085]. (doi:10.1109/JLT.2020.2996541).
Xu, Ran, Li, Yong and Chen, Sheng (2020) On the opportunistic topology of taxi networks in urban mobility environment. IEEE Transactions on Big Data, 8 (1), 171-188. (doi:10.1109/TBDATA.2018.2878577).
Guo, Xinying, Zhang, Jiankang, Chen, Sheng, Zhu, Chunhua and Yang, Jing (2020) Optimal uplink pilot-data power allocation for large-scale antenna array aided OFDM systems. IEEE Transactions on Vehicular Technology, 69 (1), 428-442, [8884096]. (doi:10.1109/TVT.2019.2949874).
Liu, Tong, Chen, Sheng, Liang, Shan and Harris, Chris J. (2020) Selective ensemble of multiple local model learning for nonlinear and nonstationary systems. Neurocomputing, 378, 98-111. (doi:10.1016/j.neucom.2019.10.015).
Hong, Xia, Gao, Junbin and Chen, Sheng (2020) Semi-blind joint channel estimation and data detection on sphere manifold for MIMO with high-order QAM signaling. Journal of the Frankin Institute, 357 (9), 5680-5697. (doi:10.1016/j.jfranklin.2020.04.009).
Xing, Chengwen, Liu, Dekang, Gong, Shiqi, Xu, Wei, Chen, Sheng and Hanzo, Lajos (2020) Training optimization for hybrid MIMO communication systems. IEEE Transactions on Wireless Communications, 19 (8), 5473-5487, [9095239].
Zhao, Peiyao, Ma, Ke, Wang, Zhaocheng and Chen, Sheng (2020) Virtual angular-domain channel estimation for FDD based massive MIMO systems with partial orthogonal pilot design. IEEE Transactions on Vehicular Technology, 69 (5), 5164-5178, [9034179]. (doi:10.1109/TVT.2020.2979916).

2019

Liu, Tong, Liang, Shan, Chen, Sheng and Harris, Chris (2019) A multiple local model learning for nonlinear and time-varying microwave heating process. In 2019 International Joint Conference on Neural Networks (IJCNN). IEEE. pp. 1-8 . (doi:10.1109/IJCNN.2019.8851787).
Zhang, Jiankang, Chen, Sheng, Guo, Xinying, Shi, Jia and Hanzo, Lajos (2019) Boosting fronthaul capacity: Global optimization of power sharing for centralized radio access network. IEEE Transactions on Vehicular Technology, 68 (2), 1916-1929. (doi:10.1109/TVT.2018.2890640).
Liao, Anwen, Gao, Zhen, Wang, Hua, Chen, Sheng, Alouini, Mohamed-Slim and Yin, Hao (2019) Closed-loop sparse channel estimation for wideband millimeter-wave full-dimensional MIMO systems. IEEE Transactions on Communications, 67 (12), 8329-8345. (doi:10.1109/TCOMM.2019.2942911).
Deng, Xiaogang, Tian, Xuemin, Chen, Sheng and Harris, Chris J. (2019) Deep principal component analysis based on layerwise feature extraction and its application to nonlinear process monitoring. IEEE Transactions on Control Systems Technology, 27 (6), 2526-2540. (doi:10.1109/TCST.2018.2865413).
Niu, Yong, Yu, Liren, Li, Yong, Zhong, Zhangdui, Ai, Bo and Chen, Sheng (2019) Device-to-device communications enabled multicast scheduling with the multi-level codebook in mmWave small cells. Mobile Networks and Applications, 24 (5), 1603-1617. (doi:10.1007/s11036-018-1181-1).
Sha, Ziyuan, Wang, Zhaocheng, Cao, Jianfei, Sun, Chen, Chen, Sheng and Hanzo, Lajos (2019) Early-late coordinated beam-scheduling aided MmWave cellular networks. In Proceeding of GLOBECOM 2019. IEEE. 7 pp .
Sha, Ziyuan, Wang, Zhaocheng and Chen, Sheng (2019) Harmonic retrieval based baseband channel estimation for millimeter wave OFDM systems. IEEE Transactions on Vehicular Technology, 68 (3), 2668-2681. (doi:10.1109/TVT.2019.2895611).
Xiao, Xuefeng, Hou, Xueshi, Wang, Chuanmeizi, Li, Yong, Hui, Pan and Chen, Sheng (2019) Jamcloud: turning traffic jams into computation opportunities - whose time has come. IEEE Access, 7, 115797-115815. (doi:10.1109/ACCESS.2019.2927343).
Zhao, Guogang, Chen, Sheng, Qi, Lin, Zhao, Liqiang and Hanzo, Lajos (2019) Mobile-traffic-aware offloading for energy- and spectrum-efficient large-scale D2D-enabled cellular networks. IEEE Transactions on Wireless Communications, 18 (6), 3251-3264. (doi:10.1109/TWC.2019.2912596).
Zhang, Xiaoyu, Babar, Zunaira, Zhang, Rong, Chen, Sheng and Hanzo, Lajos (2019) Multi-class coded layered asymmetrically clipped optical OFDM. IEEE Transactions on Communications, 67 (1), 579-589. (doi:10.1109/TCOMM.2018.2869821).
Mao, Tianqi, Wang, Qi, Wang, Zhaocheng and Chen, Sheng (2019) Novel index modulation techniques: a survey. IEEE Communications Surveys and Tutorials, 21 (1), 315-348. (doi:10.1109/COMST.2018.2858567).
Gong, Shiqi, Wang, Shuai, Chen, Sheng, Xing, Chengwen and Hanzo, Lajos (2019) Robust energy efficiency optimization for amplify-and-forward MIMO relaying systems. IEEE Transactions on Wireless Communications, 18 (9), 4326-4343. (doi:10.1109/TWC.2019.2923200).
Hassan, Mohammad Mehedi, Abawajy, Jemal, Chen, Min, Qiu, Meikang and Chen, Sheng (2019) Special section on Cloud-of-Things and edge computing: Recent advances and future trends. Journal of Parallel and Distributed Computing, 133, 170-173. (doi:10.1016/j.jpdc.2019.07.004).
Zhang, Mingyang, Fu, Haohao, Li, Yong and Chen, Sheng (2019) Understanding urban dynamics from massive mobile traffic data. IEEE Transactions on Big Data, 5 (2), 266-278.
Daqrouq, Khaled, Chen, Sheng, Khalaf, Emad, Morfeqa, Ali, Sheikha, Muntasir, Qatawneh, Abdulrohma and AL-Khatee, Abdulhameed (2019) Wavelet entropy based probabilistic neural network for classification. Current Journal of Applied Scienceand Technology, 35 (5), 1-7. (doi:10.9734/CJAST/2019/v34i530145).

2018

Dai, Linglong, Wang, Bichai, Ding, Zhiguo, Wang, Zhaocheng, Chen, Sheng and Hanzo, Lajos (2018) A survey of non-orthogonal multiple access for 5G. IEEE Communications Surveys & Tutorials. (doi:10.1109/COMST.2018.2835558).
Xu, Dianlei, Li, Yong, Chen, Xinlei, Li, Jianbo, Hui, Pan, Chen, Sheng and Crowcroft, Jon (2018) A survey of opportunistic offloading. IEEE Communications Surveys and Tutorials. (doi:10.1109/COMST.2018.2808242).
Zhang, Jiankang, Chen, Sheng, Maunder, Robert G., Zhang, Rong and Hanzo, Lajos (2018) Adaptive coding and modulation for large-scale antenna array based aeronautical communications in the presence of co-channel interference. IEEE Transactions on Wireless Communications, 17 (2), 1343 - 1357, [8125764]. (doi:10.1109/TWC.2017.2777985).
Shao, Weiming, Chen, Sheng and Harris, Chris J. (2018) Adaptive soft sensor development for multi-output industrial processes based on selective ensemble learning. IEEE Access, 1-15. (doi:10.1109/ACCESS.2018.2872752).
Zhang, Jiankang, Chen, Sheng, Zhang, Rong, Al Rawi, Anas F. and Hanzo, Lajos (2018) Differential evolution algorithm aided turbo channel estimation and multi-user detection for G.fast systems in the presence of FEXT. IEEE Access, 6, 33111-33128. (doi:10.1109/ACCESS.2018.2847232).
Zhao, Guogang, Chen, Sheng, Zhao, Liqiang and Hanzo, Lajos (2018) Energy-spectral-efficiency analysis and optimization of heterogeneous cellular networks: a large-scale user-behavior perspective. IEEE Transactions on Vehicular Technology, 67 (5), 4098-4112. (doi:10.1109/TVT.2018.2789498).
Kadir, Mohammad Ismat, Zhang, Hongming, Chen, Sheng and Hanzo, Lajos (2018) Entropy coding aided adaptive subcarrier-index modulated OFDM. IEEE Access, 1-16. (doi:10.1109/ACCESS.2018.2801561).
Zhou, Zhengyi, Ne, Ning, Wang, Zhaocheng and Chen, Sheng (2018) Hardware-efficient hybrid precoding for millimeter wave systems with multi-feed reflectarrays. IEEE Access, 6, 6795-6806. (doi:10.1109/ACCESS.2018.2793223).
Deng, Xiaogang, Tian, Xuemin, Chen, Sheng and Harris, Christopher (2018) Nonlinear process fault diagnosis based on serial principle component analysis. IEEE Transactions on Neural Networks and Learning Systems, 29 (3), 560-572. (doi:10.1109/TNNLS.2016.2635111).
Chen, Jiaxuan, Wang, Zhaocheng, Xiang, Wei and Chen, Sheng (2018) Outage probability region and optimal power allocation for uplink SCMA systems. IEEE Transactions on Communications. (doi:10.1109/TCOMM.2018.2843354).
Liu, Wendong, Wang, Zhaocheng, Cao, Jianfei, Chen, Sheng and Hanzo, Lajos (2018) Partially-activated conjugate beamforming for LoS massive MIMO communications. IEEE Access, 1-9. (doi:10.1109/ACCESS.2018.2872953).
Gong, Shiqi, Xing, Chengwen, Chen, Sheng and Fei, Zesong (2018) Polarization sensitive array based physical-layer security. IEEE Transactions on Vehicular Technology, 67 (5), 3964-3981. (doi:10.1109/TVT.2017.2773710).
Samanta, Amit, Li, Yong and Chen, Sheng (2018) QoS-Aware heuristic scheduling with delay-constraint for WBSNs. In 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. vol. 2018-May, Institute of Electrical and Electronics Engineers Inc.. (doi:10.1109/ICC.2018.8422180).
Zhang, Jiankang, Chen, Sheng, Maunder, Robert, Zhang, Rong and Hanzo, Lajos (2018) Regularized zero-forcing precoding aided adaptive coding and modulation for large-scale antenna array based air-to-air communications. IEEE Journal on Selected Areas in Communications, 36 (9), 2087-2013. (doi:10.1109/JSAC.2018.2864417).
Zhao, Yulei, Li, Yong, Chen, Lin, Cao, Yang, Chen, Sheng and Ge, Ning (2018) Social security aided D2D communications: performance bound and implementation mechanism. IEEE Journal on Selected Areas in Communications, 1-13. (doi:10.1109/JSAC.2018.2825658).
Waqas, Muhammad, Ahmed, Manzoor, Li, Yong, Jin, Depeng and Chen, Sheng (2018) Social-aware secret key generation for secure device-to-device communication via trusted and non-trusted relays. IEEE Transactions on Wireless Communications, 17 (6), 3918-3930. (doi:10.1109/TWC.2018.2817607).
Yan, Huan, Liu, Jiaqiang, Li, Yong, Jin, Depeng and Chen, Sheng (2018) Spatial popularity and similarity of watching videos in large-scale urban environment. IEEE Transactions on Network and Service Management, 15 (2), 797-810. (doi:10.1109/TNSM.2018.2817549).
Gong, Shiqi, Wang, Shuai, Chen, Sheng, Xing, Chengwen and Wei, Xing (2018) Time-invariant joint transmit and receive beampattern optimization for polarization-subarray based frequency-diverse-array radar. IEEE Transactions on Signal Processing, 1-16. (doi:10.1109/TSP.2018.2868041).

2017

Hong, Xia, Chen, Sheng, Guo, Yi and Gao, Junbin (2017) A l -norm penalized orthogonal forward regression. International Journal of Systems Science, 48 (10), 2195-2201. (doi:10.1080/00207721.2017.1311383).
Gao, Chuhan, Li, Yong, Zhao, Yulei and Chen, Sheng (2017) A two-level game theory approach for joint relay selection and resource allocation in network coding assisted D2D communications. IEEE Transactions on Mobile Computing, 16 (10), 2697-2711. (doi:10.1109/TMC.2016.2642190).
Chen, Sheng, Hong, Xia, Khalaf, Emad F., Alsaadi, Fuad E. and Harris, Christopher (2017) Comparative performance of complex-valued B-spline and polynomial models applied to iterative frequency-domain decision feedback equalization of Hammerstein channels. IEEE Transactions on Neural Networks and Learning Systems, 28 (12), 2872-2884. (doi:10.1109/TNNLS.2016.2609001).
Deng, Xiaogang, Tian, Xuemin, Chen, Sheng and Harris, Chris (2017) Deep learning based nonlinear principal component analysis for industrial process fault detection. In 2017 International Joint Conference on Neural Networks. IEEE. pp. 1-7 . (doi:10.1109/IJCNN.2017.7965994).
Mao, Tianqi, Wang, Zhaocheng, Wang, Qi, Chen, Sheng and Hanzo, Lajos (2017) Dual-mode index modulation aided OFDM. IEEE Access, 5, 50-60. (doi:10.1109/ACCESS.2016.2601648).
Wang, Fang, Wang, Zhaocheng and Chen, Sheng (2017) Efficient and reliable slice allocation for multi-services in DVB-T2 systems. IET Communications, 11 (6), 837-845. (doi:10.1049/iet-com.2016.0795).
Gao, Chuhan, Li, Yong, Fu, Haohao, Niu, Yong, Jin, Depeng, Chen, Sheng and Zhu, Han (2017) Evaluating the impact of user behavior on D2D communications in millimeter-wave small cells. IEEE Transactions on Vehicular Technology, 66 (7), 6362-6377. (doi:10.1109/TVT.2016.2642127).
Deng, Xiaogang, Tian, Xuemin, Chen, Sheng and Harris, Christopher (2017) Fault discriminant enhanced kernel principal component analysis incorporating prior fault information for monitoring nonlinear processes. Chemometrics and Intelligent Laboratory Systems, 162, 21-34. (doi:10.1016/j.chemolab.2017.01.001).
Gao, Chuhan, Zhang, Haoming, Chen, Xinlei, Li, Yong, Jin, Depeng and Chen, Sheng (2017) Impact of selfishness in device-to-device communication underlaying cellular networks. IEEE Transactions on Vehicular Technology, 66 (10), 9338-9349. (doi:10.1109/TVT.2017.2699862).
Zhou, Yuan, Fei, Zesong, Yang, Shaoshi, Kuang, Jingming, Chen, Sheng and Hanzo, Lajos (2017) Joint angle estimation and signal reconstruction for coherently distributed sources in massive MIMO systems based on 2D unitary ESPRIT. IEEE Access, 5, 9632-9646. (doi:10.1109/ACCESS.2017.2707557).
Zhao, Guogang, Chen, Sheng, Zhao, Liqiang and Hanzo, Lajos (2017) Joint energy-spectral-efficiency optimization of CoMP and BS deployment in dense large-scale cellular networks. IEEE Transactions on Wireless Communications, 16 (7), 4832-4847. (doi:10.1109/TWC.2017.2703306).
Cai, Lianfang, Tian, Xuemin and Chen, Sheng (2017) Monitoring nonlinear and non-Gaussian processes using Gaussian mixture model based weighted kernel independent component analysis. IEEE Transactions on Neural Networks and Learning Systems, 28 (1), 122-134. (doi:10.1109/TNNLS.2015.2505086). (PMID:26685274)
Zhang, Xiaoyu, Wang, Qi, Zhang, Rong, Chen, Sheng and Hanzo, Lajos (2017) Performance analysis of layered ACO-OFDM. IEEE Access, 5, 18366-18381. (doi:10.1109/ACCESS.2017.2748057).
Hong, Xia and Chen, Sheng (2017) Recursive least squares semi-blind beamforming for MIMO using decision directed adaptation and constant modulus criterion. International Journal of Automation and Computing, 14 (4), 442-449. (doi:10.1007/s11633-017-1087-6).
Gong, Shiqi, Xing, Chengwen, Chen, Sheng, Yang, Nan and Zhou, Yiqing (2017) Robust energy-efficient precoding optimization for dual-polarized multiuser MIMO downlink. In 2017 IEEE International Conference on Cognitive Computing (ICCC 2017). IEEE. pp. 1-5 .
Gong, Shiqi, Xing, Chengwen, Chen, Sheng and Fei, Zesong (2017) Secure communications for dual-polarized MIMO systems. IEEE Transactions on Signal Processing, 65 (16), 4177-4192. (doi:10.1109/TSP.2017.2706180).
Chen, Sheng, Hong, Xia, Khalaf, Emad, Morfeq, Ali, Alotaibi, Naif and Harris, Chris (2017) Single-carrier frequency-domain equalization with hybrid decision feedback equalizer for Hammerstein channels containing nonlinear transmit amplifier. IEEE Transactions on Wireless Communications, 16 (5), 3341-3354. (doi:10.1109/TWC.2017.2681083).
Yan, Huan, Liu, Jiaqiang, Li, Yong, Jin, Depeng and Chen, Sheng (2017) Spatial popularity and similarity of watching videos in a large city. IEEE Global Communications Conference (GLOBECOM 2016), Washington, DC, United States. 04 - 08 Dec 2016. pp. 1-7 . (doi:10.1109/GLOCOM.2016.7842284).
Liu, Wendong, Wang, Zhaocheng, Sun, Chen, Chen, Sheng and Hanzo, Lajos (2017) Structured non-uniformly spaced rectangular antenna array design for FD-MIMO systems. IEEE Transactions on Wireless Communications, 16 (5), 3252-3266. (doi:10.1109/TWC.2017.2678998).
Wang, Zhaocheng, Liu, Wendong, Qian, Chen, Chen, Sheng and Hanzo, Lajos (2017) Two-dimensional precoding for 3-D massive MIMO. IEEE Transactions on Vehicular Technology, 66 (6), 5488-5492. (doi:10.1109/TVT.2016.2622009).
Guo, Xinying, Zhang, Jiankang, Chen, Sheng, Mu, Xiaomin and Hanzo, Lajos (2017) Two-stage time-domain pilot contamination elimination in large-scale multiple-antenna aided and TDD based OFDM systems. IEEE Access, 5, 8629-8641. (doi:10.1109/ACCESS.2016.2604202).
Hong, Xia, Gao, Junbin and Chen, Sheng (2017) Zero attracting recursive least square algorithms. IEEE Transactions on Vehicular Technology, 66 (1), 213-221. (doi:10.1109/TVT.2016.2533664).

2016

Niu, Yong, Li, Yong, Chen, Min, Jin, Depeng and Chen, Sheng (2016) A cross-layer design for a software defined millimeter-wave mobile broadband system. IEEE Communications Magazine, 54 (2), 124-130. (doi:10.1109/MCOM.2016.7402271).
Chen, Hao, Gong, Yu, Hong, Xia and Chen, Sheng (2016) A fast adaptive tunable RBF network for nonstationary systems. IEEE Transactions on Cybernetics, 46 (12), 2683-2692. (doi:10.1109/TCYB.2015.2484378).
Zhao, Guogang, Chen, Sheng, Zhao, Liqiang and Hanzo, Lajos (2016) A tele-traffic-aware optimal base-station deployment strategy for energy-efficient large-scale cellular networks. IEEE Access, 4, 2083-2095. (doi:10.1109/ACCESS.2016.2543210).
Jiang, Junyi, Zhang, Peichang, Zhang, Rong, Chen, Sheng and Hanzo, Lajos (2016) Aperture selection for ACO-OFDM in free-space optical turbulence channel. IEEE Transactions on Vehicular Technology, 65 (8), 6089-6100. (doi:10.1109/TVT.2015.2471809).
Chen, Sheng, Hong, Xia, Khalaf, Emad, Alsaad, Fuad E. and Harris, Christopher (2016) Complex-valued B-spline neural network and its application to iterative frequency-domain decision feedback equalization for Hammerstein communication systems. In 2016 International Joint Conference on Neural Networks (IJCNN). IEEE. 4097 - 4104 . (doi:10.1109/IJCNN.2016.7727733).
Gao, Zhen, Dai, Linglong, Wang, Zhaocheng, Chen, Sheng and Hanzo, Lajos (2016) Compressive-sensing-based multiuser detector for the large-scale SM-MIMO uplink. IEEE Transactions on Vehicular Technology, 65 (10), 8725-8730. (doi:10.1109/TVT.2015.2501460).
Wang, Fang, Wang, Zhaocheng, Yang, Zhixing and Chen, Sheng (2016) Contact duration aware cache refreshing for mobile opportunistic networks. IET Networks, 5 (4), 93-103. (doi:10.1049/iet-net.2015.0086).
Li, Yong, Jin, Depeng, Hui, Pan and Chen, Sheng (2016) Contact-aware data replication in roadside unit aided vehicular opportunistic networks. IEEE Transactions on Mobile Computing, 15 (2), 306-321. (doi:10.1109/TMC.2015.2416185).
Ma, Ying, Chen, Sheng, Xing, Chengwen, Bu, Xiangyuan and Hanzo, Lajos (2016) Decomposition optimization algorithms for distributed multiple radar systems. IEEE Transactions on Signal Processing, 64 (24), 6443-6458. (doi:10.1109/TSP.2016.2602801).
Wang, Zhaocheng, Zhao, Peiyao, Qian, Chen and Chen, Sheng (2016) Location-aware channel estimation enhanced TDD based massive MIMO. IEEE Access, 4, 7828-7840. (doi:10.1109/ACCESS.2016.2625306).
Zhao, Peiyao, Wang, Zhaocheng, Qian, Chen, Dai, Linglong and Chen, Sheng (2016) Location-aware pilot assignment for massive MIMO systems in heterogeneous networks. IEEE Transactions on Vehicular Technology, 65 (8), 6815-6821. (doi:10.1109/TVT.2015.2480965).
Ding, Jingtao, Liu, Xihui, Li, Yong, Wu, Di, Jin, Depeng and Chen, Sheng (2016) Measurement-driven capability modeling for mobile data networks in large-scale urban environment. 13th IEEE International Conference on Mobile Ad Hoc and Sensor systems (IEEE MASS 2016), Brasilia, Brazil. 09 - 12 Oct 2016. 9 pp .
Feng, Wei, Li, Yong, Jin, Depeng, Su, Li and Chen, Sheng (2016) Millimeter-wave backhaul for 5G networks: challenges and solutions. Sensors, 16 (6), 892.1-892.17. (doi:10.3390/s16060892).
Xu, Fengli, Li, Yong, Chen, Min and Chen, Sheng (2016) Mobile cellular big data: linking cyberspace and the physical world with social ecology. IEEE Network, 30 (3), 6-12. (doi:10.1109/MNET.2016.7474338).
Hou, Xueshi, Li, Yong, Jin, Depeng, Wu, Dapeng and Chen, Sheng (2016) Modeling the impact of mobility on the connectivity of vehicular networks in large-scale urban environment. IEEE Transactions on Vehicular Technology, 65 (4), 2753-2758. (doi:10.1109/TVT.2015.2418574).
Wang, Chuanmeizhi, Li, Yong, Jin, Depeng and Chen, Sheng (2016) On the serviceability of mobile vehicular cloudlets in large-scale urban environment. IEEE Transactions on Intelligent Transportation Systems, 17 (10), 2960-2970. (doi:10.1109/TITS.2016.256).
Guo, Xinying, Chen, Sheng, Zhang, Jiankang, Mu, Xiaomin and Hanzo, Lajos (2016) Optimal pilot design for pilot contamination elimination/reduction in large-scale multiple-antenna aided OFDM systems. IEEE Transactions on Wireless Communications, 15 (11), 7229-7243. (doi:10.1109/TWC.2016.2599171).
Yang, Mao, Li, Yong, Li, Bo, Jin, Depeng and Chen, Sheng (2016) Service oriented 5G network architecture: an end-to-end software defining approach. International Journal of Communication Systems, 29 (10), 1645-1657. (doi:10.1002/dac.2941).
Zhu, Xudong, Wang, Zhaocheng, Qian, Chen, Dai, Linglong, Chen, Jinhui, Chen, Sheng and Hanzo, Lajos (2016) Soft pilot reuse and multicell block diagonalization precoding for massive MIMO systems. IEEE Transactions on Vehicular Technology, 65 (5), 1-30. (doi:10.1109/TVT.2015.2445795).
Hong, Xia, Chen, Sheng and Becerra, Victor M. (2016) Sparse density estimator with tunable kernels. Neurocomputing, 173, 1976-1982. (doi:10.1016/j.neucom.2015.08.021).
Deng, Xiaogang, Tian, Xuemin, Chen, Sheng and Harris, Christopher (2016) Statistics local fisher discriminant analysis for industrial process fault classification. In Control (CONTROL), 2016 UKACC 11th International Conference on. IEEE. 6 pp . (doi:10.1109/CONTROL.2016.7737588).
Wang, Zhaocheng, Liu, Wendong, Qian, Chen, Chen, Sheng and Hanzo, Lajos (2016) Two-dimensional precoding for 3D massive MIMO. IEEE Transactions on Vehicular Technology, 5485-5490.
Hou, Xueshi, Li, Yong, Chen, Min, Wu, Di, Jin, Depeng and Chen, Sheng (2016) Vehicular fog computing: a viewpoint of vehicles as the infrastructures. IEEE Transactions on Vehicular Technology, 65 (6), 3860-3873. (doi:10.1109/TVT.2016.2532863).

2015

Tan, Jiandong, Wang, Qi, Qian, Chen, Wang, Zhaocheng, Chen, Sheng and Hanzo, Lajos (2015) A reduced-complexity demapping algorithm for BICM-ID systems. IEEE Transactions on Vehicular Technology, 64 (9), 4350-4356. (doi:10.1109/TVT.2014.2366195).
Zhang, Hui, Chen, Sheng, Feng, Liang, Xie, Yifeng and Hanzo, Lajos (2015) A universal approach to coverage probability and throughput analysis for cellular networks. IEEE Transactions on Vehicular Technology, 64 (9), 4245-4256. (doi:10.1109/TVT.2014.2366597).
Chen, Sheng, Hong, Xia, Khalaf, Emad, Morfeq, Ali and Alotaibi, Naif D. (2015) Adaptive B-spline neural network based nonlinear equalization for high-order QAM systems with nonlinear transmit high power amplifier. Digital Signal Processing, 40, 238-249. (doi:10.1016/j.dsp.2015.02.006).
Zhang, Haoming, Li, Yong, Jin, Depeng, Hassan, Mohammad M., Alelaiwi, Abdulhameed and Chen, Sheng (2015) Buffer-aided D2D communications: opportunities and challenges. IEEE Communications Magazine, 53 (12), 67-74.
Qian, Chen, Wang, Zhaocheng, Lu, Zhaohua, Dai, Linglong and Chen, Sheng (2015) Coded MIMO with asymmetric constellation sizes. IEEE Transactions on Vehicular Technology, 64 (9), 4338-4344. (doi:10.1109/TVT.2014.2361646).
Yang, Mao, Li, Yong, Hu, Long, Li, Bo, Jin, Depeng, Chen, Sheng and Yan, Zhongjiang (2015) Cross-layer software-defined 5G network. Mobile Networks and Applications, 20 (3), 400-409. (doi:10.1007/s11036-014-0554-3).
Li, Yong, Hui, Pan, Jin, Depeng and Chen, Sheng (2015) Delay-tolerant network protocol testing and evaluation. IEEE Communications Magazine, 53 (1), 258-266. (doi:10.1109/MCOM.2015.7010543).
Hong, Xia and Chen, Sheng (2015) Elastic net orthogonal forward regression. Neurocomputing, 148, 551-560. (doi:10.1016/j.neucom.2014.07.008).
Wang, Zhaocheng, Qian, Chen, Dai, Linglong, Chen, Jinhui, Sun, Chen and Chen, Sheng (2015) Location-based channel estimation and pilot assignment for massive MIMO systems. ICC2015, Workshop on 5G & Beyond - Enabling Technologies and Applications, London, United Kingdom. 07 - 11 Jun 2015. pp. 1-5 . (doi:10.1109/ICCW.2015.7247351).
Tian, Xuemin, Cai, Lianfang and Chen, Sheng (2015) Noise-resistant joint diagonalization independent component analysis based process fault detection. Neurocomputing, 149 (B), 652-666. (doi:10.1016/j.neucom.2014.08.009).
Hong, Xia, Chen, Sheng, Gao, Junbin and Harris, Chris J. (2015) Nonlinear identification using orthogonal forward regression with nested optimal regularization. IEEE Transactions on Cybernetics, 45 (12), 2925-2936. (doi:10.1109/TCYB.2015.2389524).
Shao, Weiming, Tian, Xuemin, Wang, Ping, Deng, Xiaogang and Chen, Sheng (2015) Online soft sensor design using local partial least squares models with adaptive process state partition. Chemometrics and Intelligent Laboratory Systems, 144, 108-121. (doi:10.1016/j.chemolab.2015.04.003).
Gao, Zhen, Zhang, Chao, Wang, Zhaocheng and Chen, Sheng (2015) Priori-information aided iterative hard threshold: a low-complexity high-accuracy compressive sensing based channel estimation for TDS-OFDM. IEEE Transactions on Wireless Communications, 14 (1), 242-251. (doi:10.1109/TWC.2014.2339330).
Zhang, Haoming, Li, Yong, Jin, Depeng and Chen, Sheng (2015) Selfishness in device-to-device communication underlaying cellular networks. ICC 2015, Workshop on Device-to-Device Communication for Cellular and Wireless Networks, London, United Kingdom. 07 - 11 Jun 2015. pp. 1-5 .
Zhao, Peiyao, Qian, Chen, Wang, Zhaocheng, Dai, Linglong and Chen, Sheng (2015) Shuffled iterative receiver for LDPC-coded MIMO systems. ICC 2015: IEEE International Conference on Communications, London, United Kingdom. 07 - 11 Jun 2015. pp. 1-6 .
Li, Yong, Su, Shuang and Chen, Sheng (2015) Social-aware resource allocation for device-to-device communications underlaying cellular networks. IEEE Wireless Communications Letters, 4 (3), 293-296. (doi:10.1109/LWC.2015.2410768).
Hong, Xia, Gao, Junbin, Chen, Sheng and Zia, Tanveer (2015) Sparse density estimation on the multinomial manifold. IEEE Transactions on Neural Networks and Learning Systems, 26 (11), 2972-2977. (doi:10.1109/TNNLS.2015.2389273).
Gao, Zhen, Dai, Linglong, Wang, Zhaocheng and Chen, Sheng (2015) Spatially common sparsity based adaptive channel estimation and feedback for FDD Massive MIMO. IEEE Transactions on Signal Processing, 63 (23), 6169-6183. (doi:10.1109/TSP.2015.2463260).
Zhang, Peizhang, Chen, Sheng and Hanzo, Lajos (2015) Two-tier channel estimation aided near-capacity MIMO transceivers relying on norm-based joint transmit and receive antenna selection. IEEE Transactions on Wireless Communications, 14 (1), 122-137, [6853369]. (doi:10.1109/TWC.2014.2334325).
Kadir, Mohammad Ismat, Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2015) Unified MIMO-multicarrier designs: a space–time shift keying approach. IEEE Communications Surveys & Tutorials, 17 (2), 550-579. (doi:10.1109/COMST.2014.2375321).

2014

Li, Yong, Jin, Depeng, Wang, Zhaocheng, Hui, Pan, Zeng, Lieguang and Chen, Sheng (2014) A Markov jump process model for urban vehicular mobility: modeling and application. IEEE Transactions on Mobile Computing, 13 (9), 1911-1926. (doi:10.1109/TMC.2013.159).
Li, Yong, Song, Chaoming, Jin, Depeng and Chen, Sheng (2014) A dynamic graph optimization framework for multihop device-to-device communication underlaying cellular networks. IEEE Wireless Communications, 21 (5), 52-61. (doi:10.1109/MWC.2014.6940433).
Hong, Xia, Iplikci, Serdar, Chen, Sheng and Warwick, Kevin (2014) A model-based PID controller for Hammerstein systems using B-spline neural networks. [in special issue: Learning Issues in Feedback Control of Uncertain Dynamical Systems] International Journal of Adaptive Control and Signal Processing, 28 (3-5), 412-428. (doi:10.1002/acs.2293).
Cai, Lianfang, Tian, Xuemin and Chen, Sheng (2014) A process monitoring method based on noisy independent component analysis. Neurocomputing, 127, 231-246. (doi:10.1016/j.neucom.2013.07.029).
Hong, Xia, Chen, Sheng, Qatawneh, Abdulrohman, Daqrouq, Khaled, Sheikh, Muntasir and Morfeq, Ali (2014) A radial basis function network classifier to maximise leave-one-output mutual information. Applied Soft Computing, 23, 9-18. (doi:10.1016/j.asoc.2014.06.003).
Wang, Qi, Xie, Qiuliang, Wang, Zhaocheng, Chen, Sheng and Hanzo, Lajos (2014) A universal low-complexity symbol-to-bit soft demapper. IEEE Transactions on Vehicular Technology, 63 (1), 119-130.
Chen, Hao, Gong, Yu, Hong, Xia and Chen, Sheng (2014) Adaptive nonlinear equalizer using a mixture of Gaussians based on-line density estimator. IEEE Transactions on Vehicular Technology, 63 (9), 4265-4276.
Wang, Zhaocheng, Wang, Qi, Chen, Sheng and Hanzo, Lajos (2014) An adaptive scaling and biasing scheme for OFDM-based visible light communication systems. Optics Express, 22 (10), 12707-12715. (doi:10.1364/OE.22.012707).
Hong, Xia, Chen, Sheng and Harris, Chris J. (2014) B-spline neural network based single-carrier frequency domain equalisation for Hammerstein channels. 2014 IEEE World Congress on Computational Intelligence, Beijing, China. 05 - 10 Jul 2014. pp. 1-8 .
Li, Yong, Jin, Depeng, Wang, Zhaocheng, Zeng, Lieguang and Chen, Sheng (2014) Coding or not: Optimal mobile data offloading in opportunistic vehicular networks. IEEE Transactions on Intelligent Transportation Systems, 15 (1), 318-333. (doi:10.1109/TITS.2013.2281104).
Chen, Sheng, Hong, Xia, Junbin, Gao and Harris, Chris J. (2014) Complex-valued B-spline neural networks for modeling and inverting Hammerstein systems. IEEE Transactions on Neural Networks and Learning Systems, 25 (9), 1673-1685. (doi:10.1109/TNNLS.2014.2298535).
Zhang, Peichang, Chen, Sheng and Hanzo, Lajos (2014) Embedded iterative semi-blind channel estimation for three-stage-concatenated MIMO-aided QAM turbo-transceivers. IEEE Transactions on Vehicular Technology, 63 (1), 439-446.
Zhang, Jiankang, Chen, Sheng, Mu, Xiaomin and Hanzo, Lajos (2014) Evolutionary-algorithm-assisted joint channel estimation and turbo multiuser detection/decoding for OFDM/SDMA. IEEE Transactions on Vehicular Technology, 63 (3), 1204-1222.
Li, Yong, Jin, Depeng, Hui, Pan, Wang, Zhaocheng and Chen, Sheng (2014) Limits of predictability for large-scale urban vehicular mobility. IEEE Transactions on Intelligent Transportation Systems, 15 (6), 2671-2682. (doi:10.1109/TITS.2014.2325395).
Li, Yong, Qian, Mengjiong, Jin, Depeng, Hui, Pan, Wang, Zhaocheng and Chen, Sheng (2014) Multiple mobile data offloading through disruption tolerant networks. IEEE Transactions on Mobile Computing, 13 (7), 1579-1596. (doi:10.1109/TMC.2013.61).
Hong, Xia, Chen, Sheng, Gong, Yu and Harris, Chris J. (2014) Nonlinear equalization of Hammerstein OFDM systems. IEEE Transactions on Signal Processing, 62 (21), 5629-5639. (doi:10.1109/TSP.2014.2355773).
Zhang, Peichang, Chen, Sheng, Dong, Chen, Li, Li and Hanzo, Lajos (2014) Norm-based joint transmit/receive antenna selection aided and two-tier channel estimation assisted STSK systems. IEEE International Conference on Communications, Sydney, Australia. 09 - 13 Jun 2014. pp. 1-6 .
Kadir, Mohammad Ismat, Chen, Sheng, Hari, K.V.S., Giridhar, K. and Hanzo, Lajos (2014) OFDM-aided differential space–time shift keying using iterative soft multiple-symbol differential sphere decoding. IEEE Transactions on Vehicular Technology, 63 (8), 4102-4108. (doi:10.1109/TVT.2014.2306654).
Tian, Xuemin, Wang, Ping, Huang, Dexian and Chen, Sheng (2014) Offset-free multistep nonlinear model predictive control under plant-model mismatch. International Journal of Adaptive Control and Signal Processing, 28 (3-5), 444-463. (doi:10.1002/acs.2367).
Chen, Sheng, Hong, Xia and Harrison, Christine J. (2014) On-line Gaussian mixture density estimator for adaptive minimum bit-error-rate beamforming receivers. 2014 IEEE World Congress on Computational Intelligence, Beijing, China. 05 - 10 Jul 2014. pp. 1-8 .
Li, Yong, Wang, Zhaocheng, Jin, Depeng and Chen, Sheng (2014) Optimal mobile content downloading in device-to-device communication underlaying cellular networks. IEEE Transactions on Wireless Communications, 13 (7), 3596-3608.
Gao, Ming, Hong, Xia, Chen, Sheng, Harris, C.J. and Khalaf, Emad (2014) PDFOS: PDF estimation based over-sampling for imbalanced two-class problems. Neurocomputing, 138, 248-259. (doi:10.1016/j.neucom.2014.02.006).
Zhang, Jiankang, Zhang, Bo, Chen, Sheng, Mu, Xiaomin, El-Hajjar, Mohammed and Hanzo, L. (2014) Pilot contamination elimination for large-scale multiple-antenna aided OFDM systems. [in special issue: Signal Processing for Large-Scale MIMO Communications] IEEE Journal of Selected Topics in Signal Processing, 8 (5), 759-772. (doi:10.1109/JSTSP.2014.2309936).
Hong, Xia, Chen, Sheng, Harris, Chris J. and Khalaf, Emad F. (2014) Single-carrier frequency domain equalization for Hammerstein communication systems using complex-valued neural networks. IEEE Transactions on Signal Processing, 62 (17), 4467-4478. (doi:10.1109/TSP.2014.2333555).
Li, Yong, Wu, Ting, Hui, Pan, Jin, Depeng and Chen, Sheng (2014) Social-aware D2D communications: qualitative insights and quantitative analysis. IEEE Communications Magazine, 52 (6), 150-158. (doi:10.1109/MCOM.2014.6829957).

2013

Kadir, Mohammad Ismat, Chen, Sheng and Hanzo, Lajos (2013) A Reduced-Complexity Detector for OFDMA/SC-FDMA-aided Space-Time Shift Keying. IEEE VTC 2013-Fall, Las Vegas, United States. 01 - 04 Sep 2013. 5 pp .
Hong, Xia and Chen, Sheng (2013) A fast algorithm for sparse probability density function construction. 18th International Conference on Signal Processing, Santorini, Greece. 30 Jun - 02 Jul 2013. 6 pp .
Li, Yong, Wang, Zhaocheng, Su, Li, Jin, Depeng and Chen, Sheng (2013) An optimal relaying scheme for delay-tolerant networks with heterogeneous mobile nodes. IEEE Transactions on Vehicular Technology, 62 (5), 2239-2252. (doi:10.1109/TVT.2012.2237046).
Zhang, Jiankang, Chen, Sheng, Mu, Xiaomin and Hanzo, Lajos (2013) Benchmarking capabilities of evolutionary algorithms in joint channel estimation and turbo multi-User detection/decoding. IEEE Congress on Evolutionary Computation, Cancun, Mexico. 19 - 22 Jun 2013. 9 pp .
Hong, Xia, Chen, Sheng and Harris, Chris J. (2013) Complex-valued B-spline neural networks for modeling and inverse of Wiener systems. In, Hirose, Akira (ed.) Complex-Valued Neural Networks: Advances and Applications. (IEEE Press Series on Computational Intelligence) Hoboken, US. Wiley-IEEE Press, pp. 209-233.
Wu, Wei, Qin, Shiqiao and Chen, Sheng (2013) Coupling influence of ship dynamic flexure on high accuracy transfer alignment. International Journal of Modelling, Identification and Control, 19 (3), 224-234.
Zhang, Peichang, Chen, Sheng and Hanzo, Lajos (2013) Differential space-time shift-keying aided successive-relaying-assisted decode-and-forward cooperative multiuser CDMA. IEEE Transactions on Vehicular Technology, 62 (5), 2156-2169.
Chen, Sheng, Hong, Xia, Gong, Yu and Harris, Chris J. (2013) Digital predistorter design using B-spline neural network and inverse of De Boor algorithm. IEEE Transactions on Circuits and Systems I: Regular Papers, 60 (6), 1584-1594. (doi:10.1109/TCSI.2012.2226514).
Hong, Xia, Chen, Sheng and Harris, Chris J. (2013) Elastic net prefiltering for two class classification. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 43 (1), 286-295. (doi:10.1109/TSMCB.2012.2205677).
Wang, Qi, Wang, Zhaocheng, Chen, Sheng and Hanzo, Lajos (2013) Enhancing the decoding performance of optical wireless communication systems using receiver-side predistortion. Optics Express, 21 (25), 30295-30305. (doi:10.1364/OE.21.030295).
Li, Yong, Jin, Depeng, Zhaocheng, Wang, Zeng, Lieguang and Chen, Sheng (2013) Exponential and power law distribution of contact duration in urban vehicular ad hoc networks. IEEE Signal Processing Letters, 20 (1), 110-113. (doi:10.1109/LSP.2012.2231412).
Zhang, Jiaqi, Ge, Ning, Wang, Zhaocheng and Chen, Sheng (2013) Fast antijamming timing acquisition using multilayer synchronization sequence. IEEE Transactions on Vehicular Technology, 62 (7), 3497-3503. (doi:10.1109/TVT.2013.2253501).
Wang, Shuai, Chen, Sheng, Wang, Aihua, An, Jianping and Hanzo, Lajos (2013) Joint timing and channel estimation for bandlimited long-code-based MC-DS-CDMA: A low-complexity near-optimal algorithm and the CRLB. IEEE Transactions on Communications, 61 (5), 1998-2011.
Kadir, Mohammad Ismat, Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2013) MC-CDMA aided multi-user space-time shift keying in wideband channels. 2013 IEEE Wireless Communications and Networking Conference (WCNC 2013), , Shanghai, China. 06 - 09 Apr 2013. 6 pp . (doi:10.1109/WCNC.2013.6554979).
Deng, Xiaogang, Tian, Xuemin and Chen, Sheng (2013) Modified kernel principal component analysis based on local structure analysis and its application to nonlinear process fault diagnosis. Chemometrics and Intelligent Laboratory Systems, 127, 195-209. (doi:10.1016/j.chemolab.2013.07.001).
Zhang, Peichang, Chen, Sheng and Hanzo, Lajos (2013) Near-capacity joint channel estimation and three-stage turbo detection for MIMO systems. 2013 IEEE Wireless Communications and Networking Conference (WCNC 2013), , Shanghai, China. 06 - 09 Apr 2013. 6 pp .
Mohammad, Ismat Kadir, Sugiura, Shinya, Zhang, Jiayi, Chen, Sheng and Hanzo, Lajos (2013) OFDMA/SC-FDMA aided space-time shift keying for dispersive multi-user scenarios. IEEE Transactions on Vehicular Technology, 62 (1), 408-414.
Wu, Wei, Chen, Sheng and Qin, Shiqiao (2013) Online estimation of ship dynamic flexure model parameters for transfer alignment. IEEE Transactions on Control Systems Technology, 21 (5), 1666-1678. (doi:10.1109/TCST.2012.2214778).
Hong, Xia, Gao, Junbin, Chen, Sheng and Harris, Chris J. (2013) Particle swarm optimisation assisted classification using elastic net prefiltering. Neurocomputing, 122, 210-220. (doi:10.1016/j.neucom.2013.06.030).
Zhang, Peichang, Chen, Sheng and Hanzo, Lajos (2013) Reduced-complexity near-capacity joint channel estimation and three-stage turbo detection for coherent space-time shift keying. IEEE Transactions on Communications, 61 (5), 1902-1913.
Li, Yong, Jin, Depeng, Zeng, Lieguang and Chen, Sheng (2013) Revealing patterns of opportunistic contact durations and intervals for large scale urban vehicular mobility. IEEE ICC 2013, Budapest, Hungary. 08 - 12 Jun 2013. 5 pp .
Dey, Indrakshi, Messier, G.G., Magierowski, S. and Chen, Sheng (2013) Semi-blind iterative joint channel estimation and K-best sphere decoding for MIMO. 2013 IEEE Pacific Rim Conf erence on Communications, Computers and Signal Processing, Victoria, Canada. 26 - 28 Aug 2013. 4 pp .
Hong, Xia, Guo, Yi, Chen, Sheng and Gao, Junbin (2013) Sparse model construction using coordinate descent optimization. 18th International Conference on Signal Processing, Santorini, Greece. 30 Jun - 02 Jul 2013. 6 pp .
Hong, Xia, Chen, Sheng, Qatawneh, Abdulrohman, Daqrouq, Khaled, Sheikh, Muntasir and Morfeq, Ali (2013) Sparse probability density function estimation using the minimum integrated square error. Neurocomputing, 115, 122-129. (doi:10.1016/j.neucom.2013.02.003).
Kadir, Mohammad Ismat, Li, Li, Chen, Sheng and Hanzo, Lajos (2013) Successive-relaying-aided decode-and-forward coherent versus noncoherent cooperative multicarrier space–time shift keying. IEEE Transactions on Vehicular Technology, 62 (6), 2544-2557.
Hong, Xia, Mitchell, Richard J. and Chen, Sheng (2013) System identification of Wiener systems with B-spline functions using De Boor recursion. International Journal of Systems Science, 44 (9), 1666-1674. (doi:10.1080/00207721.2012.669863).

2012

Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2012) A universal space-time architecture for multiple-antenna aided systems. IEEE Communications Surveys & Tutorials, 14 (2), Summer Issue, 401-420. (doi:10.1109/SURV.2011.041911.00105).
Hong, Xia and Chen, Sheng (2012) An elastic net orthogonal forward regression algorithm. 16th IFAC Symposium on System Identification, Brussels, Belgium. 10 - 12 Jul 2012. 6 pp .
Hong, Xia, Iplikci, S., Chen, Sheng and Warwick, kevin (2012) B-spline neural networks based PID controller for Hammerstein systems. 8th International Conference Intelligent Computing, Huangshan Shi, China. 24 - 28 Jul 2012. 12 pp .
Li, Yong, Wang, Zhaocheng, Jin, Depeng, Zeng, Lieguang and Chen, Sheng (2012) Collaborative data dissemination in opportunistic vehicular networks. 31st Progress In Electromagnetics Research Symposium (PIERS 2012), Kuala Lumpur, Malaysia. 5 pp .
Li, Yong, Wang, Zhaocheng, Jin, Depeng, Zeng, Lieguang and Chen, Sheng (2012) Collaborative vehicular content dissemination with directional antennas. IEEE Transactions on Wireless Communications, 11 (4), Spring Issue, 1301-1306. (doi:10.1109/TWC.2012.021512.111252).
Ma, Jian, Sun, Zeng-Qi, Chen, Sheng and Liu, Hong-Hai (2012) Dependence tree structure estimation via copula. International Journal of Automation and Computing, 9 (2), Spring Issue, 113-121. (doi:10.1007/s11633-012-0624-6).
Wu, Wei, Chen, Sheng and Qin, Shiqiao (2012) Determination of dynamic flexure model parameters for ship angular deformation measurement. UKACC International Conference on Control 2012, Cardiff, United Kingdom. 02 - 04 Sep 2012. 6 pp .
Zhang, Jiankang, Chen, Sheng, Mu, Xiaomin and Hanzo, Lajos (2012) Differential evolution algorithm aided minimum symbol error rate multi-user detection for multi-user OFDM/SDMA systems. 2012 IEEE 75th Vehicular Technology Conference (VTC2012-Spring), Yokohama, Japan. 5 pp .
Tian, Xuemin, Li, Chunming and Chen, Sheng (2012) Guaranteed cost control of linear uncertain time-delay switched singular systems based on an LMI approach. International Journal of Modelling, Identification and Control, 17 (2), 109-115.
Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2012) MIMO-aided near-capacity turbo transceivers: taxonomy and performance versus complexity. IEEE Communications Surveys & Tutorials, 14 (2), Summer Issue, 421-442. (doi:10.1109/SURV.2011.032511.00136).
Chen, Sheng, Zhang, Jiankang, Mu, Xiaomin and Hanzo, Lajos (2012) Minimum bit error rate beamforming receiver for space-division multiple-access based quadrature amplitude modulation systems. 2012 IEEE Wireless Communications and Networking Conference, Paris, France. 31 Mar - 03 Apr 2012. 5 pp .
Hong, Xia, Michell, Richard and Chen, Sheng (2012) Modeling and control of Hammerstein system using B-spline approximation and the inverse of De Boor algorithm. International Journal of Systems Science, 43 (10), 1976-1984. (doi:10.1080/00207721.2011.564320).
Hong, Xia, Chen, Sheng and Harris, Chris J. (2012) Modelling and inverting complex-valued Wiener systems. International Joint Conference on Neural Networks (IJCNN 2012), Brisbane, Australia. 09 - 14 Jun 2012.
Li, Yong, Wang, Zhaocheng, Jin, Depeng, Su, Li, Zeng, Lieguang and Chen, Sheng (2012) Optimal beaconing control for epidemic routing in delay tolerant networks. IEEE Transactions on Vehicular Technology, 61 (1), 311-320.
Hong, Xia and Chen, Sheng (2012) PSO assisted NURB neural network identification. 8th International Conference on Intelligent Computing, Huangshan Shi, China. 24 - 28 Jul 2012. 11 pp .
Yao, Wang, Chen, Sheng and Hanzo, Lajos (2012) Particle Swarm Optimisation Aided MIMO Multiuser Transmission Designs. Journal of Computational and Theoretical Nanoscience, A Special Issue on A New Frontier of Cognitive Informatics and Cognitive Computing, 9 (2), 266-275.
Gao, Ming, Hong, Xia, Chen, Sheng and Harris, Chris J. (2012) Probability density function estimation based over-sampling for imbalanced two-class problems. International Joint Conference on Neural Networks, Brisbane, Australia. 09 - 14 Jun 2012.
Sugiura, Shinya, Ng, Soon Xin, Kong, Lingkun, Chen, Sheng and Hanzo, Lajos (2012) Quasi-synchronous cooperative networks: a practical cooperative transmission protocol. IEEE Vehicular Technology Magazine, 7 (4), Winter Issue, 66-76. (doi:10.1109/MVT.2012.2193493).
Page, Scott F., Chen, Sheng, Harris, Chris J. and White, Neil M. (2012) Repeated weighted boosting search for discrete or mixed search space and multiple-objective optimisation. Applied Soft Computing, 12 (9), 2740-2755. (doi:10.1016/j.asoc.2012.03.056).
Ahmad, Saeed, Riaz, Raja A., Chen, Sheng, Shafiq, Ghufran, Sugiura, Shinya and Hanzo, Lajos (2012) Stability analysis of the linear time-invariant ultra-wideband channel. Przeglad Elektrotechniczny, 2012 (1a), 218-221.
Zhang, Jiankang, Chen, Sheng, Mu, Xiaomin and Hanzo, Lajos (2012) Stochastic optimization assisted joint channel estimation and multi-user detection for OFDM/SDMA. 76th Vehicular Technology Conference (VTC 2012 Fall), Québec, Canada. 02 - 05 Sep 2012. 5 pp .
Hong, Xia and Chen, Sheng (2012) The system identification and control of Hammerstein system using non-uniform rational B-spline neural network and particle swarm optimization. Neurocomputing, 82, 216-223.
Zhang, Jiankang, Chen, Sheng, Mu, Xiaomin and Hanzo, Lajos (2012) Turbo multi-user detection for OFDM/SDMA systems relying on differential evolution aided iterative channel estimation. IEEE Transactions on Communications, 60 (6), 1621-1633.
Hong, Xia, Chen, Sheng and Harris, Chris J. (2012) Using zero-norm constraint for sparse probability density function estimation. International Journal of Systems Science, 43 (11), 2107-2113. (doi:10.1080/00207721.2011.564673).
Dai, Linglong, Wang, Zhaocheng, Pan, Changyong and Chen, Sheng (2012) Wireless positioning using TDS-OFDM signals in single frequency networks. IEEE Transactions on Broadcasting, 58 (2), 236-246. (doi:10.1109/TBC.2011.2182431).

2011

Hong, Xia, Gong, Yu and Chen, Sheng (2011) A Wiener model for memory high power amplifiers using B-spline function approximation. IEEE 17th International Conference on Digital Signal Processing, Corfu, Greece. 05 - 08 Jul 2011. 5 pages .
Gao, Ming, Hong, Xia, Chen, Sheng and Harris, Chris (2011) A combined SMOTE and PSO based RBF classifier for two-class imbalanced problems. Neurocomputing, 74 (17), 3456-3466.
Tian, Xuemin, Chen, Gongquan and Chen, Sheng (2011) A data-based approach for multivariate model predictive control performance monitoring. Neurocomputing, 74 (4), 588-597.
He, Lifeng, Wang, Zhaocheng, Yang, Fang, Chen, Sheng and Hanzo, Lajos (2011) A novel preamble design for OFDM transmission parameter signalling. IEEE International Conference on Communications, Kyoto, Japan. 04 - 08 Jun 2011. 5 pages .
Dai, Linglong, Wang, Zhaocheng and Chen, Sheng (2011) A novel uplink multiple access scheme based on TDS-FDMA. IEEE Transactions on Wireless Communications, 10 (3), 757-761.
Cheng, Huiting, Chen, Sheng and Yamao, Yasushi (2011) Adaptive semi-blind space-time equalisation for frequency selective Rayleigh fading MIMO systems. VTC 2011 Spring, Budapest, Hungary. 14 - 17 May 2011. 5 pages .
Chen, Sheng (2011) An efficient predistorter design for compensating nonlinear memory high power amplifier. IEEE Transactions on Broadcasting, 57 (4), 856-865.
Hong, Xia, Gong, Yu and Chen, Sheng (2011) B-spline neural network based digital baseband predistorter solution using the inverse of De Boor algorithm. International Joint Conference on Neural Networks, San Jose, California. 30 Jul - 04 Aug 2011. pp. 30-36 .
Sugiura, Shinya, Chen, Sheng, Haas, Harald, Grant, Peter M. and Hanzo, Lajos (2011) Coherent versus non-coherent decode-and-forward relaying aided cooperative space-time shift keying. IEEE Transactions on Communications, 59 (6), 1707-1719.
Hong, Xia, Chen, Sheng and Harris, Chris J. (2011) Construction of radial basis function networks with diversified topologies. In, Wang, Liuping and Garnier, Hugues (eds.) System Identification, Environmental Modelling, and Control System Design. Springer, pp. 251-270.
Bonello, Nicholas, Chen, Sheng and Hanzo, Lajos (2011) Design of low-density parity-check codes: An overview. IEEE VechicularTechnology Magazine, 6 (4), 16-23.
Zhang, Jiankang, Chen, Sheng, Mu, Xiaomin and Hanzo, Lajos (2011) Differential evolution algorithm aided MBER beamforming receiver for quadrature amplitude modulation systems. 11th UK Workshop on Computational Intelligence, Manchester, United Kingdom. 06 - 08 Sep 2011. 6 pp .
Cheng, Huiting and Chen, Sheng (2011) Fading performance evaluation of a semi-blind space-time equaliser for frequency selective MIMO systems. Journal of the Franklin Institute, 348 (10), 2823-2838.
Yao, Wang, Chen, Sheng and Hanzo, Lajos (2011) Generalised MBER-based vector precoding design for multiuser transmission. IEEE Transactions on Vehicular Technology, 60 (2), 739-745.
Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2011) Generalized space-time shift keying designed for flexible diversity-, multiplexing- and complexity-tradeoffs. IEEE Transactions on Wireless Communications, 10 (4), 1144-1153. (doi:10.1109/TWC.2011.012411.100065).
Chen, Sheng, Hong, Xia and Harris, Chris (2011) Grey-box radial basis function modelling. Neurocomputing, 74 (10), 1564-1571.
Zhang, Jiankang, Chen, Sheng, Mu, Xiaomin and Hanzo, Lajos (2011) Joint Channel Estimation and Multiuser Detection for SDMA/OFDM Based on Dual Repeated Weighted Boosting Search. IEEE Transactions on Vehicular Technology, 60 (7), 3265-3275.
Zhang, Jiankang, Chen, Sheng, Mu, Xiaomin and Hanzo, Lajos (2011) Joint channel estimation and multi-user detection for SDMA/OFDM based on dual repeated weighted boosting search. IEEE International Conference on Communications, Kyoto, Japan. 04 - 08 Jun 2011. 5 pp .
Zhang, Chao, Wang, Zhaocheng, Pan, Changyong, Chen, Sheng and Hanzo, Lajos (2011) Low-complexity iterative frequency domain decision feedback equalization. IEEE Transactions on Vehicular Technology, 60 (3), 1295-1301.
Bonello, Nicholas, Chen, Sheng and Hanzo, Lajos (2011) Low-density parity-check codes and their rateless relatives. IEEE Communications Surveys and Tutorials, 13 (1), 3-26.
Hong, Xia and Chen, Sheng (2011) Modeling of complex-valued Wiener systems using B-spline neural network. IEEE Transactions on Neural Networks, 22 (5), 818-825.
Gao, Ming, Hong, Xia, Chen, Sheng and Harris, Chris (2011) On combination of SMOTE and particle swarm optimization based radial basis function classifier for imbalanced problems. International Joint Conference on Neural Networks, San Jose, California. 30 Jul - 04 Aug 2011. pp. 1146-1153 .
Li, Yong, Wang, Zhaocheng, Jin, Depeng, Su, Li, Zeng, Lieguang and Chen, Sheng (2011) Optimal relaying in heterogeneous delay tolerant networks. IEEE International Conference on Communications, Kyoto, Japan. 04 - 08 Jun 2011. 5 pages .
Chen, Sheng (2011) Orthogonal least squares regression: An efficient approach for parsimonious modelling from large data. 11th UK Workshop on Computational Intelligence, Manchester, United Kingdom. 06 - 08 Sep 2011.
Page, Scott, Chen, Sheng, Harris, Chris and White, Neil (2011) Pareto repeated weighted boosting search for multiple-objective optimisation. 11th UK Workshop on Computational Intelligence, Manchester, United Kingdom. 06 - 08 Sep 2011. 6 pages .
Tian, Xuemin, Chen, Gongquan, Cao, Yuping and Chen, Sheng (2011) Performance monitoring of MPC based on dynamic principal component analysis. 18th IFAC World Congress, Milan, Italy. 27 Aug - 01 Sep 2011. 6 pages .
Dai, Linglong, Wang, Zhaocheng, Pan, Changyong and Chen, Sheng (2011) Positioning in Chinese digital television network using TDS-OFDM signals. IEEE International Conference on Communications, Kyoto, Japan. 04 - 08 Jun 2011. 5 pages .
He, Lifeng, Wang, Zhaocheng, Yang, Fang, Chen, Sheng and Hanzo, Lajos (2011) Preamble design using embedded signalling for OFDM broadcast systems based on reduced-complexity distance detection. IEEE Transactions on Vehicular Technology, 60 (3), 1217-1222.
Tian, Xuemin, Cao, Yuping and Chen, Sheng (2011) Process fault prognosis using a fuzzy-adaptive unscented Kalman predictor. International Journal of Adaptive Control and Signal Processing, 25 (9), 813-830.
Ahmed, Qasim, Yang, Lie-Liang and Chen, Sheng (2011) Reduced-rank adaptive least bit-error-rate detection in hybrid direct-sequence time-hopping ultrawide bandwidth systems. IEEE Transactions on Vehicular Technology, 60 (3), 849-857.
Zhang, Peichang, Dey, Indrakshi, Sugiura, Shinya and Chen, Sheng (2011) Semi-blind adaptive space-time shift keying systems based on iterative channel estimation and data detection. VTC 2011 Spring, Budapest, Hungary. 14 - 17 May 2011. 5 pages .
Wu, Dongxiao, Wu, Jun and Chen, Sheng (2011) Separation principle for networked control systems with multiple-packet transmission. IET Control Theory and Applications, 5 (3), 507-513.

2010

Yao, Wang, Chen, Sheng and Hanzo, Lajos (2010) A transceiver design based on uniform channel decomposition and MBER vector perturbation. IEEE Transactions on Wireless Communications, 59 (6), 3153-3159.
Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2010) A unified MIMO architecture subsuming space shift keying, OSTBC, BLAST and LDC. IEEE VTC'10 Fall, Ottawa, Canada. 05 - 08 Sep 2010. 5 pages .
Zhang, Peichang, Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2010) Adaptive space-time shift keying systems. The UK-China Science Bridges: UC4G 2010 Beijing Workshop, BUPT, Beijing. 22 - 23 Aug 2010.
Choy, A.W.H., Luk, B.L., Liu, L.K.P. and Chen, Sheng (2010) CAN and Zigbee based distributed control architecture: electroplating applications. Measurement and Control, 43 (3), 89-94.
Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2010) Coherent and differential space-time shift keying: a dispersion matrix approach. IEEE Transactions on Communications, 58 (11), 3219-3230. (doi:10.1109/TCOMM.2010.093010.090730).
Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2010) Cooperative differential space-time spreading for the asynchronous relay aided CDMA uplink using interference rejection spreading code. IEEE Signal Processing Letters, 17 (2), 117-120.
Chen, Sheng and Luk, Bing L. (2010) Digital IIR filter design using particle swarm optimisation. International Journal of Modelling, Identification and Control, 9 (4), 327-335.
Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2010) Distributed differential space-time spreading for the asynchronous relay aided interference-free cooperative CDMA uplink. ICC 2010, Cape Town, South Africa. 22 - 26 May 2010. 5 pages .
Chen, Sheng and Yang, Lie-Liang (2010) Downlink MBER transmit beamforming design based on uplink MBER receive beamforming for rank-deficient TDD-SDMA systems. Communications and Network, 2 (3), 145-151.
Zhang, Rong, Xu, Lei, Chen, Sheng and Hanzo, Lajos (2010) EXIT-charts-aided hybrid multiuser detector for multicarrier interleave-division multiple access. IEEE Transactions on Vehicular Technology, 59 (3), 1563-1567. (doi:10.1109/TVT.2009.2036874).
Chen, Sheng, Luk, Bing L., Harris, Chris J. and Hanzo, Lajos (2010) Fuzzy-logic tuned constant modulus algorithm and soft decision-directed scheme for blind equalisation. Digital Signal Processing, 20 (3), 846-859.
Bonello, Nichola, Yang, Du, Chen, Sheng and Hanzo, Lajos (2010) Generalised MIMO transmit preprocessing using pilot symbol assisted rateless codes. VTC 2010 Spring, Taipei. 15 - 18 May 2010. 5 pages .
Yao, Wang, Chen, Sheng and Hanzo, Lajos (2010) Generalised vector precoding design based on the MBER criterion for multiuser transmission. IEEE 72nd Vehicular Technology Conference: VTC2010-Fall, Ottawa, Canada. 05 - 08 Sep 2010. 5 pages .
Bonello, Nicholas, Yang, Du, Chen, Sheng and Hanzo, Lajos (2010) Generalized MIMO transmit preprocessing using pilot symbol assisted rateless codes. IEEE Transactions on Wireless Communications, 9 (2), 754-763.
Tian, Xuemin, Tu, Ling, Yang, Minghui and Chen, Sheng (2010) Inferential control with the aid of modified QPLS-based soft sensor for an industrial FCCU fractionator. International Journal of Modelling, Identification and Control, 11 (1/2), 59-70.
Bonello, Nicholas, Chen, Sheng and Hanzo, Lajos (2010) Multilevel structured low-density parity-check codes for AWGN and Rayleigh channels. IEEE Transactions on Vehicular Technology, 59 (7), 3311-3320.
Sugiura, Shinya, Ng, Soon, Kong, Lingkun, Chen, Sheng and Hanzo, Lajos (2010) Multiple-relay aided distributed turbo coding assisted differential unitary space-time spreading for asynchronous cooperative networks. VTC 2010 Spring, Taipei. 15 - 18 May 2010. 5 pages .
Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2010) Packet-reliability-based decode-and-forward distributed space-time shift keying. IEEE GLOBECOM 2010, Miami, Florida, United States. 06 - 10 Dec 2010. 5 papers .
Chen, Sheng, Yao, Wang, Palally, H.R. and Hanzo, Lajos (2010) Particle swarm optimisation aided MIMO transceiver designs. In, Computational Intelligence in Expensive Optimization Problems. Springer Verlag, pp. 487-511.
Yao, Wang, Chen, Sheng and Hanzo, Lajos (2010) Particle swarm optimisation aided multiuser transmission schemes for MIMO communication. 3rd Int. Conf. Bio-Inspired Systems and Signal Processing, Valencia, Spain. 20 - 23 Jan 2010. pp. 53-60 .
Chen, Sheng, Hong, Xia and Harris, Chris J. (2010) Particle swarm optimization aided orthogonal forward regression for unified data modelling. IEEE Transactions on Evolutionary Computation, 14 (4), 477-499. (doi:10.1109/TEVC.2009.2035921).
Chen, Sheng, Hong, Xia and Harris, Chris J. (2010) Probability density estimation with tunable kernels using orthogonal forward regression. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 40 (4), 1101-1114. (doi:10.1109/TSMCB.2009.2034732).
Chen, Sheng, Hong, Xia and Harris, Chris J. (2010) Radial basis function classifier construction using particle swarm optimisation aided orthogonal forward regression. IJCNN 2010, Barcelona, Spain. 17 - 22 Jul 2010. pp. 3418-3423 .
Chen, Sheng, Hong, Xia and Harris, Chris J. (2010) Regression based D-optimality experimental design for sparse kernel density estimation. Neurocomputing, 72 (4-6), 727-739.
Wu, Dongxiao, Wu, Jun and Chen, Sheng (2010) Robust H∞ control for networked control systems with uncertainties and multiple-packet transmission. IET Control Theory and Applications, 4 (5), 701-709.
Wu, Dongxiao, Wu, Jun and Chen, Sheng (2010) Robust H∞ control of networked control systems with access constraints and packet dropouts. International Conference on Green Circuits and Systems (ICGCS), Shanghai, China. 20 - 22 Jun 2010. 6 pages .
Wu, Dongxiao, Wu, Jun and Chen, Sheng (2010) Robust control for discrete-time networked control systems. 8th World Congress on Intelligent Control and Automation, Jinan, China. 06 - 08 Jul 2010. 6 pages .
Wu, Dongxiao, Wu, Jun and Chen, Sheng (2010) Robust stabilisation control for discrete-time networked control systems. International Journal of Control, 83 (9), 1885-1894.
Chen, Sheng, Yao, Wang and Hanzo, Lajos (2010) Semi-blind adaptive beamforming for high-throughput quadrature amplitude modulation systems. International Journal of Automation and Computing, 7 (4), 565-570.
Chen, Sheng (2010) Semi-blind fast equalisation of QAM channels using concurrent gradient-Newton CMA and soft decision-directed scheme. International Journal of Adaptive Control and Signal Processing, 24 (6), 467-476.
Chen, Sheng, Sugiura, Shinya and Hanzo, Lajos (2010) Semi-blind joint channel estimation and data detection for space-time shift keying systems. IEEE Signal Processing Letters, 17 (12), 993-996.
Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2010) Space-time shift keying: A unified MIMO architecture. IEEE GLOBECOM 2010, Miami, Florida, United States. 06 - 10 Dec 2010. 5 pages .
Hong, Xia, Chen, Sheng and Harris, Chris J. (2010) Sparse kernel density estimation technique based on zero-norm constraint. IJCNN 2010, Barcelona, Spain. 17 - 22 Jul 2010. pp. 3782-3787 .
Wu, Dongxiao, Wu, Jun, Chen, Sheng and Chu, Jian (2010) Stability of networked control systems with polytopic uncertainty and buffer constraint. IEEE Transactions on Automatic Control, 55 (5), 1202-1208.

2009

Hong, X. and Chen, Sheng (2009) A new RBF neural network with boundary value constraints. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 39 (1), 298-303.
Chen, Sheng, Hong, Xia, Luk, Bing L. and Harris, Chris J. (2009) A tunable radial basis function model for nonlinear system identification using particle swarm optimisation. Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, , Shanghai, China. 16 - 18 Dec 2009. pp. 6762-6767 .
Chen, Sheng, Luk, Bing L., Harris, Chris J. and Hanzo, Lajos (2009) Blind equalisation of high-order QAM channels using a fuzzy-logic tuned constant modulus algorithm and soft decision-directed scheme. ICAC 2009, Luton, United Kingdom. pp. 143-148 .
Bonello, N., Zhang, Rong, Chen, Sheng and Hanzo, L. (2009) Channel code-division multiple access and its multilevel-structured LDPC-based instantiation. IEEE Transactions on Vehicular Technology, 58 (5), 2549-2553. (doi:10.1109/TVT.2008.2009560).
Chen, Sheng (2009) Complex-valued symmetric radial basis function network for beamforming. In, Complex-Valued Neural Networks: Utilizing High-Dimensional Parameters. Information Science Reference, pp. 144-168.
Chen, Sheng, Hong, Xia, Luk, Bing L. and Harris, Chris J. (2009) Construction of tunable radial basis function networks using orthogonal forward selection. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 39 (2), 457-466.
Chen, Sheng and Yang, Lie-Liang (2009) Downlink MBER beamforming transmitter based on uplink MBER beamforming receiver for TDD-SDMA systems. 2009 IEEE Workshop on Statistical Signal Processing, Cardiff, UK, United Kingdom. 30 Aug - 02 Sep 2009. pp. 433-436 .
Riaz, Raja Ali, Maunder, Robert G, Butt, Muhammad Fasih Uddin, Ng, Soon X, Chen, Sheng and Hanzo, Lajos (2009) EXIT-chart aided three-stage concatenated ultrawideband time-hopping spread-spectrum impulse radio design. IEEE Transactions on Vehicular Technology, 58 (9), 5320-5324.
Sugiura, Shinya, Yang, Du, Chen, Sheng, Yang, Lie-Liang and Hanzo, Lajos (2009) Effect of array geometry on the capacity of the turbo-coded beamforming aided uplink. VTC2009-Fall, Anchorage, Alaska, United States. 19 - 22 Sep 2009. 4 pages .
Chen, Sheng and Hanzo, Lajos (2009) Fast converging semi-blind space-time equalisation for dispersive QAM MIMO systems. IEEE Transactions on Wireless Communications, 8 (8), 3969-3974.
Chen, Sheng, Hong, Xia and Harris, Chris J. (2009) Grey-box radial basis function modelling: The art of incorporating prior knowledge. 2009 IEEE Workshop on Statistical Signal Processing, Cardiff, UK, United Kingdom. 30 Aug - 02 Sep 2009. pp. 377-380 .
Yao, Wang, Chen, Sheng and Hanzo, Lajos (2009) Improved MMSE vector precoding based on the MBER criterion. Proc. VTC 2009-Spring, Barcelona, Spain. 25 - 28 Apr 2009. 5 pages .
Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2009) Markov chain minimum bit error rate detection for multi-functional MIMO systems. IEEE ICC'09, Dresden, Germany. 13 - 17 Jun 2009.
Yao, Wang, Chen, Sheng, Tan, S. and Hanzo, Lajos (2009) Minimum bit error rate multiuser transmission designs using particle swarm optimisation. IEEE Transactions on Wireless Communications, 8 (10), 5012-5017. (doi:10.1109/TWC.2009.090792).
Wu, Jun, Li, Gang, Chen, Sheng and Chu, Jian (2009) Mixed $\mu$ robust finite word length controller design. 48th IEEE Conf. on Decision and Control (CDC), Shanghai, China. 16 - 18 Dec 2009. pp. 6686-6691 .
Tian, Xuemin, Zhang, Xiaoling, Deng, Xiaogang and Chen, Sheng (2009) Multiway kernel independent component analysis based on feature samples for batch process monitoring. Neurocomputing, 72 (7-9), 1584-1596.
Riaz, Raja, Butt, Muhammad Fasih, Ng, Soon, Chen, Sheng and Hanzo, Lajos (2009) Near-capacity UWB impulse radio using EXIT chart aided self-concatenated codes. VTC2009-Fall, Anchorage, Alaska, United States. 19 - 22 Sep 2009. 5 pages .
Chen, Sheng, Hong, Xia, Luk, Bing L. and Harris, Chris J. (2009) Non-linear system identification using particle swarm optimisation tuned radial basis function models. International Journal of Bio-Inspired Computation, 1 (4), 246-258. (doi:10.1504/IJBIC.2009.024723).
Wu, Dongxiao, Wu, Jun and Chen, Sheng (2009) On separation principle for a class of networked control systems. Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, , Shanghai, China. 16 - 18 Dec 2009. pp. 5827-5831 .
Bonello, Nicholas, Chen, Sheng and Hanzo, Lajos (2009) On the Design of Pilot Symbol Assisted Codes. IEEE Vehicular Technology Conference (Fall) 2009, Anchorage, Alaska, United States. 19 - 22 Sep 2009. 5 pages .
Riaz, Raja, Butt, Muhammad Fasih, Maunder, Robert G., Ng, Soon, Chen, Sheng and Hanzo, Lajos (2009) Optimized irregular variable length coding design for iteratively decoded ultrawideband time-hoping spread-spectrum impulse radio. Proc. VTC 2009-Spring, Barcelona, Spain. 25 - 28 Apr 2009. 5 pages .
Chen, Sheng (2009) Orthogonal-least-squares forward selection for parsimonious modelling from data. Engineering, 1 (2), 55-74.
Chen, Sheng, Hong, Xia, Luk, Bing L. and Harris, Chris (2009) Orthogonal-least-squares regression: a unified approach for data modelling. Neurocomputing, 72 (10-12), 2670-2681.
Yao, Wang, Chen, Sheng, Tan, S. and Hanzo, Lajos (2009) Particle Swarm Optimisation Aided Minimum Bit Error Rate Multiuser Transmission. IEEE ICC'09, Dresden, Germany. 13 - 17 Jun 2009.
Palally, H.R., Chen, Sheng, Yao, Wang and Hanzo, Lajos (2009) Particle swarm optimisation aided semi-blind joint maximum likelihood channel estimation and data detection for MIMO systems. 2009 IEEE Workshop on Statistical Signal Processing, Cardiff, UK, United Kingdom. 30 Aug - 02 Sep 2009. pp. 309-312 .
Bonello, Nicholas, Chen, Sheng and Hanzo, Lajos (2009) Pilot symbol assisted coding. Electronics Letters, 45 (10), 518-519.
Bonello, Nicholas, Zhang, Rong, Chen, Sheng and Hanzo, Lajos (2009) Reconfigurable rateless codes. Proceedings of VTC 2009-Spring, Barcelona, Spain. 25 - 28 Apr 2009. pp. 1-5 .
Bonello, Nicholas, Zhang, Rong, Chen, Sheng and Hanzo, Lajos (2009) Reconfigurable rateless codes. IEEE Transactions on Wireless Communications, 8 (11), 5592-5600.
Sugiura, Shinya, Chen, Sheng and Hanzo, Lajos (2009) Reduced-complexity iterative Markov chain MBER detection for MIMO systems. IEEE Signal Processing Letters, 16 (3), 160 -163.
Ahmed, Qasim, Yang, Lie-Liang and Chen, Sheng (2009) Reduced-rank adaptive least bit error-rate detection in hybrid direct-sequence time-hoping ultrawide bandwidth systems. IEEE ICC'09, Dresden, Germany. 13 - 17 Jun 2009.
Wu, D.-X., Wu, J. and Chen, Sheng (2009) Robust H∞ control for model-based networked control systems with uncertainties and packet dropouts. ICAC 2009, Luton, United Kingdom. pp. 64-69 .
Wu, Jun, Li, Gang, Chen, Sheng and Chu, Jian (2009) Robust finite word length controller design. Automatica, 45 (12), 2850-2856.
Chen, Sheng, Hanzo, Lajos and Cheng, Huiting (2009) Semi-blind gradient-Newton CMA and SDD algorithm for MIMO space-time equalisation. IEEE Globecom 2009, Honolulu, Hawaii, United States. 30 Nov - 04 Dec 2009. 5 pages .
Riaz, Raja, Maunder, Robert G., Butt, Muhammad Fasih, Ng, Soon, Chen, Sheng and Hanzo, Lajos (2009) Three-Stage Concatenated Ultra-Wide Bandwidth Time-Hopping Spread-Spectrum Impulse Radio Using Iterative Detection. IEEE ICC'09, Dresden, Germany. 13 - 17 Jun 2009.
Wang, Li, Xu, Lei, Chen, Sheng and Hanzo, Lajos (2009) Three-stage irregular convolutional coded iterative center-shifting K-best sphere detection for soft-decision SDMA-OFDM. IEEE Transactions on Vehicular Technology, 58 (4), 2103-2109.

2008

Wu, J., Li, G., Chen, Sheng and Chu, J. (2008) A $\mu$-based optimal finite-word-length controller design. Automatica, 44 (12), 3093-3099.
Hong, Xia, Chen, Sheng and Harris, Chris J. (2008) A fast linear-in-the-parameters classifier construction algorithm using orthogonal forward selection to minimize leave-one-out misclassification rate. International Journal of Systems Science, 39 (2), 119–125.
Hong, Xia, Chen, Sheng and Harris, Chris J. (2008) A forward-constrained regression algorithm for sparse kernel density estimation. IEEE Transactions on Neural Networks, 19 (1), 193-198. (doi:10.1109/TNN.2007.908645).
Hong, Xia and Chen, Sheng (2008) A minimum approximate-BER beamforming approach for PSK modulated wireless systems. International Journal of Automation and Computing, 5 (3), 284-289.
Hong, Xia, Chen, Sheng and Harris, Chris J. (2008) A-optimality orthogonal forward regression algorithm using branch and bound. IEEE Transactions on Neural Networks, 19 (11), 1961-1967. (doi:10.1109/TNN.2008.2003251). (PMID:19000965)
Chen, Sheng, Liu, Sheng and Hanzo, Lajos (2008) Adaptive Bayesian Space-Time Equalisation for Multiple Receive-Antenna Assisted Single-Input Multiple-Output Systems. Digital Signal Processing, 18 (4), 622-634.
Chen, Sheng (2008) Adaptive beamforming assisted receiver. In, Handbook on Advancements in Smart Antenna Technologies for Wireless Networks. Information Science Reference, pp. 68-92.
Chen, Sheng, Tan, Shuang, Xu, Lei and Hanzo, Lajos (2008) Adaptive minimum error-rate filtering design: a review. Signal Processing, 88 (7), 1671-1697.
Chen, Sheng, Livingstone, A., Du, H.-Q. and Hanzo, Lajos (2008) Adaptive minimum symbol error rate beamforming assisted detection for quadrature amplitude modulation. IEEE Transactions on Wireless Communications, 7 (4), 1140-1145. (doi:10.1109/TWC.2007.060840).
Chen, Sheng, Wolfgang, Andreas, Harris, Chris J. and Hanzo, Lajos (2008) Adaptive nonlinear least bit error-rate detection for symmetrical RBF beamforming. Neural Networks, 21 (2-3), 358-367.
Chen, Sheng, Hong, X. and Harris, Chris J. (2008) An orthogonal forward regression technique for sparse kernel density estimation. Neurocomputing, 71 (4-6), 931-943.
Liu, Song-hui, Wu, Jun, Xu, Wei-hua and Chen, Sheng (2008) An output-feedback networked control system and its stability. Journal of Zhejiang University, Engineering Science, 42 (3), 378-381.
Wang, Li, Xu, Lei, Chen, Sheng and Hanzo, Lajos (2008) Apriori-LLR-Threshold-Assisted K-Best Sphere Detection for MIMO Channels. IEEE VTC'08 (Spring), Marina Bay, Singapore. 10 - 13 May 2008. pp. 867-871 .
Chen, Sheng, Yao, Wang and Hanzo, Lajos (2008) CMA and soft decision-directed scheme for semi-blind beamforming of QAM systems. 2008 IEEE 68th Vehicular Technology Conference, , Calgary, Canada. 20 - 23 Sep 2008. pp. 1-5 .
Bonello, Nicholas, Zhang, Rong, Chen, Sheng and Hanzo, Lajos (2008) Channel code division multiple access and its multilevel structured LDPC based instantiation. Proceedings of VTC2008-Fall, Calgary, Canada. 20 - 23 Sep 2008. pp. 1-5 .
Wang, L., Xu, L., Hanzo, L. and Chen, Sheng (2008) Channel coded iterative center-shifting K-best sphere detection for rank-deficient systems. 2008 IEEE 68th Vehicular Technology Conference, , Calgary, Canada. 20 - 23 Sep 2008. 5 pages .
Wang, Li, Chen, Sheng, Hanzo, Lajos and Xu, Lei (2008) Channel coded iterative center-shifting K-best sphere detection for rank-deficient systems. In 2008 IEEE 68th Vehicular Technology Conference. IEEE. pp. 1-5 .
Chen, Sheng, Harris, Chris J. and Hanzo, Lajos (2008) Complex-valued symmetric radial basis function classifier for quadrature phase shift keying beamforming systems. WCCI 2008 (IJCNN 2008), Hong Kong, China. 31 May - 05 Jun 2008. pp. 13-18 .
Bonello, Nicholas, Chen, Sheng and Hanzo, Lajos (2008) Construction of regular quasi-cyclic protograph LDPC codes based on Vandermonde matrices. IEEE Transactions on Vehicular Technology, 57 (4), 2583-2588.
Bonello, Nicholas, Chen, Sheng and Hanzo, Lajos (2008) Construction of regular quasi-cyclic protograph LDPC codes based on Vandermonde matrices. In VTC2008-Fall. IEEE. pp. 1-5 .
Riaz, Raja, El Hajjar, Mohammed, Ahmed, Qasim, Ng, Soon, Chen, Sheng and Hanzo, Lajos (2008) Convergence Analysis of Iteratively Detected Time Hopping and DS-CDMA Ultrawide Bandwidth Systems by EXIT Charts,. IEEE VTC'08 (Spring), Marina Bay, Singapore. 10 - 13 May 2008. pp. 1127-1131 .
Riaz, R.A., El-Hajjar, Mohammed, Ahmed, Q.Z., Ng, Soon Xin, Chen, Sheng and Hanzo, Lajos (2008) EXIT chart aided design of DS-CDMA UltraWideBand systems using Iterative decoding. In VTC2008-Fall. pp. 1-5 .
Xu, Lei, Chen, Sheng and Hanzo, Lajos (2008) EXIT chart analysis aided turbo MUD designs for the rank-deficient multiple antenna assisted OFDM uplink. IEEE Transactions on Wireless Communications, 7 (6), 2039-2044.
Xu, Lei, Zhang, Rong, Chen, Sheng and Hanzo, Lajos (2008) EXIT-chart aided hybrid multiuser detector design for frequency-domain-spread chip-interleaved MC-CDMA. IEEE VTC'08 (Spring), Marina Bay, Singapore. 10 - 13 May 2008. pp. 1816-1820 .
Chen, Sheng, Hong, Xia and Harris, Chris J. (2008) Fully complex-valued radial basis function networks for orthogonal least squares regression. WCCI 2008 (IJCNN 2008), Hong Kong, China. 31 May - 05 Jun 2008. pp. 7-12 .
Chen, Sheng, Hong, Xia, Harris, Chris J. and Hanzo, Lajos (2008) Fully complex-valued radial basis function networks: orthogonal least squares regression and classification. Neurocomputing, 71 (16-18), 3421–3433.
Wang, Li, Xu, Lei, Chen, Sheng and Hanzo, Lajos (2008) Generic iterative search-centre-shifting K-best sphere detection for rank-deficient SDM-OFDM systems. Electronics Letters, 44 (8), 1-2.
Riaz, R.A., Butt, M.F.U., Chen, Sheng and Hanzo, Lajos (2008) Generic z-domain discrete-time transfer function estimation for ultra-wideband systems. Electronics Letters, 44 (25), 1491-1492.
Xu, L., El-Hajjar, M., Alamri, O., Chen, S. and Hanzo, L. (2008) Iterative Detected Sphere Packing Modulated OFDM: An EXIT Chart Perspective. IEEE ICC'08, Beijing, China. 18 - 22 May 2008. pp. 631-635 .
Tan, S., Hanzo, L. and Chen, Sheng (2008) Iterative Multiuser Minimum Symbol Error Rate Beamforming Aided QAM Receiver. IEEE Signal Processing Letters, 15, 301-304.
Tan, Shuang, Chen, Sheng and Hanzo, Lajos (2008) Iterative Multiuser Minimum Symbol Error Rate Beamforming Aided QAM Receiver. IEEE Signal Processing Letters, 15, 301-304.
Xu, Lei, El Hajjar, Mohammed, Alamri, Osamah, Chen, Sheng and Hanzo, Lajos (2008) Iterative detected sphere packing modulated OFDM: An EXIT chart perspective. In IEEE International Conference on Communications. (doi:10.1109/ICC.2008.124).
Wang, Li, Xu, Lei, Chen, Sheng and Hanzo, Lajos (2008) MMSE Soft-Interference-Cancellation Aided Iterative Center-Shifting K-Best Sphere Detection for MIMO Channels. IEEE ICC'08, Beijing, China. 18 - 22 May 2008. pp. 3819-3823 .
Tan, S, Hanzo, L and Chen, Sheng (2008) Minimum Symbol Error Rate Turbo Multiuser Beamforming Aided QAM Receiver. IEEE WCNC'08, Las Vegas, Nevada, United States. 30 Mar - 02 Apr 2008. pp. 912-916 .
Tan, Shuang, Chen, Sheng and Hanzo, Lajos (2008) Minimum symbol error rate turbo multiuser beamforming aided QAM receiver. In IEEE Wireless Communications and Networking Conference. IEEE. pp. 912-916 .
Hong, Xia, Mitchell, R.J., Chen, Sheng, Harris, Chris J., Li, K. and Irwin, G.W. (2008) Model selection approaches for nonlinear system identification: a review. International Journal of Systems Science, 39 (10), 925-946.
Bonello, N., Chen, S. and Hanzo, L. (2008) Multilevel Structured Low-Density Parity-Check Codes. IEEE ICC'08, Beijing, China. 18 - 22 May 2008. pp. 729-733 .
Bonello, Nicholas, Chen, Sheng and Hanzo, Lajos (2008) Multilevel structured low-density parity-check codes. In IEEE International Conference on Communications. pp. 485-489 . (doi:10.1109/ICC.2008.96).
Chen, Sheng, Wang, X.X. and Harris, Chris J. (2008) NARX-based nonlinear system identification using orthogonal least squares basis hunting. IEEE Transactions on Control Systems Technology, 16 (1), 78-84. (doi:10.1109/TCST.2007.899728).
Chen, Sheng, Hanzo, Lajos and Tan, Shuang (2008) Nonlinear beamforming for multiple-antenna assisted QPSK wireless systems. In IEEE International Conference on Communications. pp. 4230-4234 .
Tan, Shuang, Chen, Sheng and Hanzo, Lajos (2008) On Multi-User EXIT chart analysis aided Turbo-Detected MBER beamformer designs. IEEE Transactions on Wireless Communications, 7 (1), 314-323.
Zhang, Rong, Xu, Lei, Chen, Sheng and Hanzo, Lajos (2008) Repeat accumulate code division multiple access and its hybrid detection. IEEE ICC'08, Beijing, China. 19 - 23 May 2008. pp. 4790-4794 .
Chen, Sheng, Hanzo, Lajos and Yao, Wang (2008) Semi-Blind Spatial Equalisation for MIMO Channels with Quadrature Amplitude Modulation. In ICC 2008. pp. 599-603 .
Chen, Sheng, Yao, Wang and Hanzo, Lajos (2008) Semi-blind adaptive spatial equalisation for MIMO systems with high-order QAM signalling. IEEE Transactions on Wireless Communications, 7 (11), 4486-4491.
Abuthinien, M., Chen, Sheng and Hanzo, Lajos (2008) Semi-blind joint maximum likelihood channel estimation and data detection for MIMO systems. IEEE Signal Processing Letters, 15, 202-205.
Yang, Y., Wu, J., Xiong, R., Xu, W. and Chen, Sheng (2008) Single-input and single-output (SISO) controller reduction based on the $L_1$-norm. Asia-Pacific Journal of Chemical Engineering, 3 (6), 688-694.
Chen, Sheng, Hong, Xia and Harris, Chris J. (2008) Sparse kernel density estimator using orthogonal regression based on D-optimality experimental design. WCCI 2008 (IJCNN 2008), Hong Kong, China. 31 May - 05 Jun 2008. pp. 1-6 .
Wu, Dongxiao, Wu, Jun and Chen, Sheng (2008) Stability of Networked Control Systems with Random Buffer Capacity. 14th International Conference on Automation & Computing, Brunel University, London, United Kingdom. 06 Sep 2008. pp. 24-29 .
Chen, Sheng, Wolfgang, Andreas, Harris, Chris J. and Hanzo, Lajos (2008) Symmetric RBF classifier for nonlinear detection in multiple-antenna aided systems. IEEE Transactions on Neural Networks, 19 (5), 737-745.
Chen, Sheng, Hanzo, L. and Tan, S. (2008) Symmetric complex-valued RBF receiver for multiple-antenna aided wireless systems. IEEE Transactions on Neural Networks, 19 (9), 1657-1663.
Wang, L, Xu, L, Hanzo, L and Chen, Sheng (2008) Three-Stage Serially Concatenated Codes and Iterative Center-Shifting K -Best Sphere Detection for SDM-OFDM: An EXIT Chart Aided Perspective. IEEE WCNC'08, Las Vegas, Nevada, United States. 30 Mar - 02 Apr 2008. pp. 611-615 .
Tan, S., Wang, J., Ng, S.X., Hanzo, L. and Chen, Sheng (2008) Three-Stage Turbo MBER Multiuser Beamforming Receiver using Irregular Convolutional Codes. IEEE Transactions on Vehicular Technology, 57 (3), 1657-1663.
Wang, Li, Xun, Lei, Chen, Sheng and Hanzo, Lajos (2008) Three-Stage serially concatenated codes and iterative center-shifting K-best sphere detection for SDM-OFDM: An EXIT chart aided perspective. In IEEE Wireless Communications and Networking Conference. IEEE. pp. 611-615 .
Tan, Shuang, Wang, Jin, Ng, Soon Xin, Chen, Sheng and Hanzo, Lajos (2008) Three-stage turbo MBER Multiuser beamforming receiver using irregular convolutional codes. IEEE Transactions on Vehicular Technology, 57 (3), 1659-1663.

2007

Hong, X., Chen, S. and Harris, C.J. (2007) A kernel-based two-class classifier for imbalanced data sets. IEEE Transactions on Neural Networks, 18 (1), 28-41.
Hong, X., Chen, S. and Harris, C.J. (2007) A sparse kernel density estimation algorithm using forward constrained regression. 3rd International Conference on Intelligent Computing, Qingdao, China. 19 - 23 Aug 2007. pp. 1354-1363 .
Chen, S., Labib, K., Kang, R. and Hanzo, L. (2007) Adaptive Radial Basis Function Detector for Beamforming. IEEE ICC'07, Glasgow, UK, United Kingdom. 23 - 27 Jun 2007. pp. 2967-2972 .
Chen, S., Tan, S. and Hanzo, L. (2007) Adaptive beamforming for binary phase shift keying communication systems. Signal Processing, 87 (1), 68-78.
Akhtman, J., Wolfgang, A., Chen, S. and Hanzo, L. (2007) An optimized-hierarchy-aided approximate log-MAP detector for MIMO systems. IEEE Transactions on Wireless Communications, 6 (5), 1900-1909.
Chen, S., Yang, X.C., Chen, L. and Hanzo, L. (2007) Blind joint maximum likelihood channel estimation and data detection for SIMO systems. International Journal of Automation and Computing, 4 (1), 47-51.
Chen, S., Labib, K. and Hanzo, L. (2007) Clustering-Based Symmetric Radial Basis Function Beamforming. IEEE Signal Processing Letters, 14 (9), 589-592.
Chen, S., Wolfgang, A. and Hanzo, L. (2007) Constant modulus algorithm aided soft decision directed scheme for blind space-time equalisation of SIMO channels. Signal Processing, 87 (11), 2587-2599.
Xu, L., Chen, Sheng and Hanzo, L. (2007) EXIT Chart Analysis of Low-Complexity Bayesian Turbo Multiuser Detection for Rank-Deficient Multiple Antenna Aided OFDM. IEEE VTC'07 (Fall), Baltimore, MD, United States. 29 Sep - 02 Oct 2007. pp. 576-580 .
Livingstone, A., Chen, Sheng and Hanzo, L. (2007) Fading Performance Evaluation of Adaptive MSER Beamforming Receiver for QAM Systems. IEEE ICC'07, Glasgow, UK, United Kingdom. 23 - 27 Jun 2007. pp. 4450-4455 .
Akhtman, Jos, Wolfgang, Andreas, Chen, Sheng and Hanzo, Lajos (2007) Iterative joint channel and data estimation for rank-deficient MIMO-OFDM. Author's Original.
Abuthinien, M., Chen, Sheng, Wolfgang, A. and Hanzo, L. (2007) Joint Maximum Likelihood Channel Estimation and Data Detection for MIMO Systems. IEEE ICC'07, Glasgow, UK, United Kingdom. 23 - 27 Jun 2007. pp. 5354-5358 .
Tan, S., Chen, S. and Hanzo, L. (2007) MBER Turbo Multiuser Beamforming Aided QPSK Receiver Design using EXIT Chart Analysis. IEEE VTC'07 (Fall), Baltimore, MD, United States. 29 Sep - 02 Oct 2007. pp. 561-565 .
Yang, Y., Wu, J., Xiong, R., Xu, W.-H. and Chen, S. (2007) Model order reduction for discrete-time linear systems based on bilinear transformation. Control and Instruments in Chemical Industry (in Chinese), 35 (5), 29-32.
Wolfgang, A., Chen, S. and Hanzo, L. (2007) Parallel interference cancellation based turbo space-time equalization in the SDMA uplink. IEEE Transactions on Wireless Communications, 6 (2), 609-616.
Chen, S., Hong, X. and Harris, C.J. (2007) Probability density function estimation using orthogonal forward regression. 2007 International Joint Conference on Neural Networks, Orlando, Florida, United States. 11 - 16 Aug 2007. pp. 2492-2497 .
Wolfgang, A., Akhtman, J., Chen, S. and Hanzo, L. (2007) Reduced-complexity near-maximum-likelihood detection for decision feedback assisted space-time equalization. IEEE Transactions on Wireless Communications, 6 (7), 2407-2411.
Chen, S., Wolfgang, A., Shi, Y. and Hanzo, L. (2007) Space-time decision feedback equalisation using a minimum bit error rate design for single-input multi-output channels. IET Communications, 1 (4), 671-678.
Chen, S., Hong, X. and Harris, C.J. (2007) Sparse Kernel Modelling: A Unified Approach. 8th International Conference on Intelligent Data Engineering and Automated Learning, Birmingham, United Kingdom. 16 - 19 Dec 2007. pp. 27-36 .
Chen, S., Wolfgang, A., Harris, C.J. and Hanzo, L. (2007) Symmetric Kernel Detector for Multiple-Antenna Aided Beamforming Systems. 2007 International Joint Conference on Neural Networks, Orlando, Florida, United States. 11 - 16 Aug 2007. pp. 2486-2491 .
Chen, S., Liu, S. and Hanzo, L. (2007) Symmetric Radial Basis Function Assisted Space-Time Equalisation for Multiple Receive-Antenna Aided Systems. IEEE VTC'07 (Fall), Baltimore, MD, United States. 29 Sep - 02 Oct 2007. pp. 740-743 .

2006

Liu, S-H., Wu, J., Xu, W-H. and Chen, Sheng (2006) A class of model-based output-feedback networked control. Industrial Control Computer, 19 (8), 1-5.
Wu, J., Chen, S., Li, G. and Xu, X-H. (2006) A new approach for finite-precision controller realizations. 6th World Congress on Intelligent Control and Automation, Dalian, China. 20 - 22 Jun 2006. pp. 461-465 .
Chen, S. (2006) Adaptive linear filtering design with minimum symbol error probability criterion. International Journal of Automation and Computing, 3 (3), 291-303.
Chen, S., Du, H.Q and Hanzo, L. (2006) Adaptive minimum symbol error rate beamforming assisted receiver for quadrature amplitude modulation systems. IEEE VTC'06 (Spring), Melbourne, Australia. 06 - 09 May 2006. pp. 2236-2240 .
Wang, X-J., Wu, J., Xu, W-H., Chen, S. and Wang, X-L. (2006) Approximation and optimization of $L_1$-norm for continuous-time linear systems,. 6th World Congress on Intelligent Control and Automation, Dalian, China. 20 - 22 Jun 2006. pp. 2224-2228 .
Chen, S., Hong, X. and Harris, C.J. (2006) Construction of RBF classifiers with tunable units using orthogonal forward selection based on leave-one-out misclassification rate. International Joint Conference on Neural Networks, Vancouver, BC, Canada. 15 - 20 Jul 2006. pp. 6390-6394 .
Hong, X., Chen, S. and Harris, C.J. (2006) Fast kernel classifier construction using orthogonal forward selection to minimise leave-one-out misclassification rate. Huang, D-S., Li, K. and Irwin, G.W. (eds.) 2nd International Conference on Intelligent Computing, Kuming, China. 15 - 18 Aug 2006. pp. 106-114 .
Wolfgang, A., Akhtman, J., Chen, S. and Hanzo, L. (2006) Iterative MIMO Detection for Rank-Deficient Systems. IEEE Signal Processing Letters, 13 (11), 699-702.
Xu, L., Tan, S., Chen, S. and Hanzo, L. (2006) Iterative Minimum Bit Error Rate Multiuser Detection in Multiple Antenna Aided OFDM. IEEE WCNC'06, Las Vegas, Nevada, United States. 02 - 05 Apr 2006. pp. 1603-1607 .
Tan, S., Xu, L., Chen, S. and Hanzo, L. (2006) Iterative Soft Interference Cancellation Aided Minimum Bit Error Rate Uplink Receiver Beamforming. IEEE VTC'06 (Spring), Melbourne, Australia. 06 - 09 May 2006. pp. 17-21 .
Chen, S., Wang, X.X., Hong, X. and Harris, C.J. (2006) Kernel classifier construction using orthogonal forward selection and boosting with Fisher ratio class separability measure. IEEE Transactions on Neural Networks, 17 (6), 1652-1656.
Chen, S., Tan, S. and Hanzo, L. (2006) Linear Beamforming Assisted Receiver for Binary Phase Shift Keying Modulation Systems. IEEE WCNC'06, Las Vegas, Nevada, United States. 02 - 05 Apr 2006. pp. 1741-1746 .
Chen, S. (2006) Local Regularization Assisted Orthogonal Least Squares Regression. Neurocomputing, 69 (4-6), 559-585.
Chen, Sheng, Hanzo, L. and Livingstone, A. (2006) MBER Space-Time Decision Feedback Equalization assisted Multiuser Detection for Multiple Antenna Aided SDMA Systems. IEEE Transactions on Signal Processing, 54 (8), 3090-3098.
Chen, Sheng, Livingstone, A. and Hanzo, Lajos (2006) Minimum bit-error rate design for space-time equalization-based multiuser detection. IEEE Transactions on Communications, 54 (5), 824-832. (doi:10.1109/TCOMM.2006.873999).
Wang, J., Ng, S.X., Wolfgang, A., Yang, L-L., Chen, S. and Hanzo, L. (2006) Near-capacity three-stage MMSE turbo equalization using irregular convolutional codes. Turbo-Coding-2006, Munich, Germany. 02 - 06 Apr 2006. 6 pages .
Wu, J., Chen, S. and Chu, J. (2006) On the dual of a mixed H2/l1 optimisation problem. International Journal of Automation and Computing, 3 (1), 91-98.
Wu, J., Chen, S., Li, G. and Chu, J. (2006) Optimal controller realisation with the smallest dynamic range. 45th IEEE Conference on Decision and Control, San Diego, CA, United States. 13 - 15 Dec 2006. pp. 5018-5023 .
Wu, J., Chen, S., Li, G. and Chu, J. (2006) Optimal realisations of fixed-point implemented digital controller with the smallest dynamic range. International Journal of Control, 79 (10), 1297-1312.
Wang, X.X., Chen, Sheng, Lowe, D. and Harris, C.J. (2006) Parsimonious least squares support vector regression using orthogonal forward selection with the generalised kernel model. International Journal of Modelling, Identification and Control, 1 (4), 245-256.
Wolfgang, A., Akhtman, J., Chen, S. and Hanzo, L. (2006) Reduced Complexity Single-Carrier Maximum-Likelihood Detection for Decision Feedback Assisted Space-Time Equalization. IEEE WCNC'06, Las Vegas, Nevada, United States. 02 - 05 Apr 2006. pp. 1555-1560 .
Wu, J., Li, G., Chen, S. and Chu, J. (2006) Solving finite word length realization problems in the framework of structured singular value. 6th World Congress on Intelligent Control and Automation, Dalian, China. 20 - 22 Jun 2006. pp. 456-460 .
Wang, X.X., Chen, S., Lowe, D. and Harris, C.J. (2006) Sparse support vector regression based on orthogonal forward selection for the generalised kernel model. Neurocomputing, 70 (1-3), 462-474.
Chen, S., Wolfgang, A., Benedetto, S., Dubamet, P. and Hanzo, L. (2006) Symmetric Radial Basis Function Network Equaliser. NEWCOM-ACoRN Joint Workshop, Vienna, Austria. 19 - 21 Sep 2006. 5 pages .
Luk, B.L., Liu, K.P., Collie, A.A., Cooke, D.S. and Chen, S. (2006) Tele-operated climbing and mobile service robots for remote inspection and maintenance in nuclear industry. Industrial Robot, 33 (3), 194-204.
Wang, X.X., Chen, S. and Harris, C.J. (2006) Using the correlation criterion to position and shape RBF units for incremental modelling. International Journal of Automation and Computing, 3 (4), 392-403.
Luk, B.L., Collie, A.A., Cooke, D.S. and Chen, Sheng (2006) Walking and climbing service robots for safety inspection of nuclear reactor pressure vessels. Measurement and Control, 39 (2), 43-47. (doi:10.1177/002029400603900201).

2005

Chen, S., Wolfgang, A. and Hanzo, L. (2005) A Robust Nonlinear Beamforming Assisted Receiver for BPSK Signalling. IEEE VTC'05 (Fall), Intercontinental Hotel, Dallas, United States. 24 - 27 Sep 2005. pp. 1921-1925 .
Hong, X. and Chen, S. (2005) A forward regression algorithm based on M-estimators. 2005 WSEAS Int. Conf. Dynamical Systems and Control, Venice, Italy. 02 - 04 Nov 2005. pp. 314-319 .
Wu, J., Chen, S., Li, G. and Chu, J. (2005) A search algorithm for a class of optimal finite-precision controller realization problems with saddle points. SIAM Journal on Control and Optimization, 44 (5), 1787-1810.
Chen, S., Wang, X.X. and Harris, C.J. (2005) A search algorithm for global optimisation. Wang, L., Chen, K. and Ong, Y.S. (eds.) 1st International Conference on Natural Computation, Changsha, China. 26 - 28 Aug 2005. pp. 1122-1130 .
Chen, S., Ahmad, N.N. and Hanzo, L. (2005) Adaptive Minimum Bit Error Rate Beamforming. IEEE Transactions on Wireless Communications, 4 (2), 341-348.
Chen, S., Hanzo, L., Ahmad, N.N. and Wolfgang, A. (2005) Adaptive Minimum Bit Error Rate Beamforming Assisted Receiver for QPSK Wireless Communication. Digital Signal Processing, 15 (6), 545-567.
Chen, S., Samingan, A.K. and Hanzo, L. (2005) Adaptive near minimum error rate training for neural networks with application to multiuser detection in CDMA communication systems. Signal Processing, 85 (7), 1435-1448.
Livingstone, A. and Chen, S. (2005) Adaptive space-time equalisation for multiple-antenna assisted multiple-input multiple-output systems. 2nd IEE/EURASIP Conference on DSPenabledRadio, University of Southampton, Southampton, United Kingdom. 18 - 19 Sep 2005. 9/1-9/7 .
Chen, S., Yang, X.C. and Hanzo, L. (2005) Blind joint maximum likelihood channel estimation and data detection for single-input multiple-output systems. IEE 3G and Beyond, Savoy Place, London, United Kingdom. 07 - 09 Nov 2005. pp. 201-205 .
Wolfgang, A., Chen, S. and Hanzo, L. (2005) Decision Feedback Aided Bayesian Turbo Space-Time Equalizer for Parallel Interference Cancellation in SDMA Systems. IEEE VTC'05 (Fall), Intercontinental Hotel, Dallas, United States. 24 - 27 Sep 2005. pp. 2112-2116 .
Chng, E.S. and Chen, S. (2005) Determining the optimal decision delay parameter for a linear equalizer. International Journal of Automation and Computing, 2 (1), 20-24.
Chen, S., Wang, X.X. and Harris, C.J. (2005) Experiments with repeating weighted boosting search for optimization in signal processing applications. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 35 (4), 682-693.
Chen, S. and Chng, E.S. (2005) Fractionally spaced blind equalization with low-complexity concurrent constant modulus algorithm and soft decision-directed scheme. International Journal of Adaptive Control and Signal Processing, 19 (6), 471-484.
Chen, S., Hong, X., Harris, C.J. and Wang, X.X. (2005) Identification of nonlinear systems using generalized kernel models. IEEE Transactions on Control Systems and Technology, 13 (3), 401-411.
Luk, B.L., Cooke, D.S., Galt, S., Collie, A.A. and Chen, S. (2005) Intelligent legged climbing service robot for remote maintenance applications in hazardous environments. Robotics and Autonomous Systems, 53 (2), 142-152.
Hong, X. and Chen, S. (2005) M-estimator and D-optimality model construction using orthogonal forward regression. IEEE Trans. System, Man, and Cybernetics - Part B, 35 (1), 155-162.
Alias, M.Y., Chen, S. and Hanzo, L. (2005) Multiple-antenna-aided OFDM employing genetic-algorithm-assisted minimum bit error rate multiuser detection. IEEE Transactions on Vehicular Technology, 54 (5), 1713-1721. (doi:10.1109/TVT.2005.851303).
Whidborne, J.F., Gu, D.-W., Wu, J. and Chen, S. (2005) Optimal controller and filter realizations using finite-precision, floating-point arithmetic. International Journal of Systems Science, 36 (7), 405-413.
Chen, S., Hong, X. and Harris, C.J. (2005) Orthogonal forward selection for constructing the radial basis function network with tunable nodes. Huang, D.S., Zhang, X.-P. and Huang, G.-B. (eds.) IEEE International Conference on Intelligent Computing, Hefei, China. 22 - 25 Aug 2005. pp. 777-786 .
Chen, S., Wang, X.X. and Brown, D.J. (2005) Orthogonal least squares regression with tunable kernels. Electronics Letters, 41 (8), 484-486.
Wolfgang, A., Chen, Sheng and Hanzo, Lajos (2005) Radial basis function network aided wide-band beamforming for dispersive fading environments. In Proc. VTC2005 Spring. pp. 1552-1556 .
Chen, S., Yang, X.C. and Hanzo, L. (2005) Space-Time Equalisation Assisted Minimum Bit-Error Ratio Multiuser Detection for SDMA Systems. 2005 IEEE 61st Vehicular Technology Conference, Clarion Hotel, Stockholm, Sweden. 29 - 31 May 2005. pp. 1220-1224 .
Chen, S., Wang, X.X. and Brown, D.J. (2005) Sparse Incremental Regression Modeling Using Correlation Criterion with Boosting Search. IEEE Signal Processing Letters, 12 (3), 198-201.
Chen, S., Hong, X., Wang, X.X. and Harris, C.J. (2005) Sparse generalized kernel modeling for nonlinear systems. CDC-ECC'2005, Seville, Spain. 12 - 15 Dec 2005. pp. 2574-2579 .
Luk, B.L., Collie, A.A., Cooke, D.S. and Chen, S. (2005) Walking and climbing service robots for safety inspection of nuclear reactor pressure vessels. 2005 Asia Pacific Conference on Risk Management and Safety, Hong Kong, China. 01 - 02 Dec 2005. pp. 432-438 .

2004

Chen, S., Cook, T.B. and Anderson, L.C. (2004) A comparative study of two blind FIR equalizers. Digital Signal Processing, 14 (1), 18-36.
Chen, S., Hanzo, L., Ahmad, N.N. and Wolfgang, A. (2004) Adaptive Minimum Bit Error Rate Beamforming Assisted QPSK Receiver. ICC'04, Paris, France. 19 - 23 Jun 2004. pp. 3389-3393 .
Chen, S. (2004) Adaptive minimum bit-error-rate filtering. IEE Proceedings - Vision, Image and Signal Processing, 151 (1), 76-85. (doi:10.1049/ip-vis:20040301).
Chen, S., Hanzo, L. and Mulgrew, B. (2004) Adaptive minimum symbol-error-rate decision feedback equalization for multilevel pulse-amplitude modulation. IEEE Transactions on Signal Processing, 52 (7), 2092-2101.
Wang, X.X., Chen, S. and Brown, D.J. (2004) An approach for constructing parsimonious generalized Gaussian kernel regression models. Neurocomputing, 62, 441-457.
Hong, X., Chen, S. and Sharkey, P.M. (2004) Automatic kernel regression modelling using combined leave-one-out test score and regularised orthogonal least squares. International Journal Neural Systems, 14 (1), 27-37.
Hong, X., Harris, C.J., Brown, M. and Chen, S. (2004) Backward elimination methods for associative memory network pruning. International Journal of Hybrid Intelligent Systems, 1 (2), 90-99. (doi:10.3233/HIS-2004-11-211).
Wu, J., Chen, S. and Chu, J. (2004) Computing a FWL stability measure for second order digital systems. 8th IEEE Int. Conf. Control, Automation, Robotic and Vision, Kunming, China. 06 - 09 Dec 2004. pp. 1593-1598 .
Chen, S. and Chng, E.S. (2004) Concurrent constant modulus algorithm and soft decision directed scheme for fractionally-spaced blind equalization. 2004 IEEE International Conference on Communications, Paris, France. 19 - 23 Jun 2004. pp. 2342-2346 .
Chen, S., Wolfgang, A. and Hanzo, L. (2004) Constant modulus algorithm aided soft decision-directed blind space-time equalization for SIMO channels. VTC'04 (Fall), Los Angeles, United States. 25 - 28 Sep 2004. pp. 1718-1722 .
Wolfgang, A., Ahmad, N.N., Chen, S. and Hanzo, L. (2004) Genetic Algorithm Assisted Error Probability Optimisation for Beamforming. Electronics Letters, 40 (5), 320-322.
Wolfgang, A., Ahmad, N.N., Chen, S. and Hanzo, L. (2004) Genetic Algorithm Assisted Minimum Bit Error Rate Beamforming. IEEE VTC'04 (Spring), Milan, Italy. 16 - 18 May 2004. pp. 142-146 .
Alias, M.Y., Chen, S. and Hanzo, L. (2004) Genetic Algorithm Assisted Minimum Bit Error Rate Multiuser Detection in Multiple Antenna Aided OFDM. VTC'04 (Fall), Los Angeles, United States. 25 - 28 Sep 2004. pp. 548-552 .
Chen, S., Hong, X. and Harris, C.J. (2004) Kernel density construction using orthogonal forward regression. Yang, Z.R., Everson, R. and Yin, H.J. (eds.) 5th International Conference on Intelligent Data Engineering and Automated Learning, Exeter, United Kingdom. 24 - 26 Aug 2004. pp. 586-592 .
Chen, S., Hanzo, L. and Wolfgang, A. (2004) Kernel-based nonlinear beamforming construction using orthogonal forward selection with Fisher ratio class separability measure. IEEE Signal Processing Letters, 11 (5), 478-481.
Chen, S., Hanzo, L. and Wolfgang, A. , Czylwik, A., Gershman, A.B. and Kaiser, T. (eds.) (2004) Nonlinear Multi-Antenna Detection Methods. EURASIP Journal on Applied Signal Processing, 2004 (9), 1225-1237.
Wu, J., Chen, S., Whidborne, J.F. and Chu, J. (2004) Optimal Realizations of Floating-Point Implemented Digital Controllers with Finite Word Length Considerations. International Journal of Control, 77 (5), 427-440.
Chen, S., Wang, X.X. and Brown, D.J. (2004) Orthogonal Least Square with Boosting for Regression. Yang, Z.R., Everson, R. and Yin, H.J. (eds.) 5th International Conference on Data Engineering and Automated Learning, Exeter, United Kingdom. 24 - 26 Aug 2004. pp. 593-599 .
Wang, X.X., Chen, S. and Brown, D.J. (2004) Parsimonious support vector machine regression using orthogonal forward selection with the generalized kernel model. Sheffield Machine Learning Workshop, University of Sheffield, Sheffield. 06 - 09 Sep 2004.
Wolfgang, A., Chen, S. and Hanzo, L. (2004) Radial Basis Function Network Assisted Space-Time Equalisation for Dispersive Fading Environments. Electronics Letters, 40 (16), 1006-1007.
Wolfgang, A., Chen, S. and Hanzo, L. (2004) Radial Basis Function Network Assisted Wide-Band Beamforming. IEEE VTC'04 (Fall), Los Angeles, United States. 25 - 28 Sep 2004. pp. 266-270 .
Hong, X., Harris, C.J. and Chen, S. (2004) Robust neurofuzzy rule base knowledge extraction and estimation using subspace decomposition combined with regularization and D-optimality. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 34 (1), 598-608. (doi:10.1109/TSMCB.2003.817089).
Li, G., Wu, J. and Chen, S. (2004) Sparse controller realization with small roundoff noise. Control Theory and Applications, IEE Proceedings, 151 (2), 246-251.
Chen, S., Hong, X. and Harris, C.J. (2004) Sparse kernel density construction using orthogonal forward regression with leave-one-out test score and local regularization. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 34 (4), 1708-1717.
Hong, X., Brown, M., Chen, Sheng and Harris, C.J. (2004) Sparse model identification using orthogonal forward regression with basis pursuit and D-optimality. Control Theory and Applications, IEE Proceedings, 151 (4), 491-498.
Chen, S., Hong, X., Harris, C.J. and Sharkey, P.M. (2004) Sparse modelling using orthogonal forward regression with PRESS statistic and regularization. IEEE Trans. Systems, Man and Cybernetics, Part B, 34 (2), 898-911.
Chen, S., Wang, X.X. and Brown, D.J. (2004) Sparse regression modelling using an incremental weighted optimization method based on boosting with correlation criterion. 10th Annual Conf. Chinese Automation and Computing Society in UK, University of Liverpool, Liverpool. pp. 37-42 .
Wu, J. and Chen, S. (2004) Stable controller coefficient perturbation in floating point implementation. In, Blondel, V.D. and Megretsik, A. (eds.) Unsolved Problems in Mathematical Systems and Control Theory. Open Problems in Mathematical Systems Theory and Control (31/07/04) Princeton University Press, pp. 280-284.

2003

Wu, J., Chen, S., Whidborne, J.F. and Chu, J. (2003) A unified closed-loop stability measure for finite-precision digital controller realizations implemented in different representation schemes. IEEE Transactions on Automatic Control, 48 (5), 816-822.
Chen, S., Hanzo, L. and Ahmad, N.N. (2003) Adaptive Minimum Bit Error Rate Beamforming Assisted Receiver for Wireless Communications. IEEE ICASSP'03, Hong Kong, China. 05 - 09 Apr 2003. pp. 640-643 .
Samingan, A.K., Chen, S. and Hanzo, L. (2003) Adaptive Minimum Symbol-Error-Rate CDMA Linear Multiuser Detector for Pulse-Amplitude Modulation. VTC'03 (Spring), Jeju Island, Korea. 21 - 24 Apr 2003. pp. 2812-2816 .
Hong, X., Brown, M., Chen, S. and Harris, C.J. (2003) An Orthogonal Forward Regression Algorithm Combined with Basis Pursuit and D-Optimality. 2nd IEEE SMC UK & RI Chapter Conference: Cybernetics Intelligence - Challenges and Advances, University of Reading, U.K.. pp. 57-62 .
Wu, J., Chen, S. and Chu, J. (2003) Comparative Study on Finite-Precision Controller Realizations in Different Representation Schemes. 9th Annual Conference of Chinese Automation and Computing Society in UK, University of Luton, Luton, United Kingdom. pp. 257-261 .
Wu, J., Chen, S., Li, G. and Chu, J. (2003) Constructing sparse realizations of finite-precision digital controllers based on a closed-loop stability related measure. Control Theory and Applications, IEE Proceedings, 150 (1), 61-68.
Chen, S., Mulgrew, B. and Hanzo, L. (2003) Least Bit Error Rate Adaptive Nonlinear Equalizers for Binary Signalling. IEE Proceedings Communications, 150 (1), 29-36.
Chen, S. (2003) Low complexity concurrent constant modulus algorithm and soft decision directed scheme for blind equalisation. IEE Proceedings - Vision, Image and Signal Processing, 150 (5), 312-320.
Alias, M.Y., Samingan, A.K., Chen, Sheng and Hanzo, Lajos (2003) Minimum bit error rate multiuser detection in multiple antenna added OFDM. In Proceedings og the 8th International OFDM-Workshop. pp. 16-20 .
Alias, M.Y., Samingan, A.K., Chen, S. and Hanzo, L. (2003) Multiple antenna aided OFDM employing minimum bit error rate multiuser detection. Electronics Letters, 39 (24), 1769-1770.
Chng, E.S., Chen, S. and Rajan, D. (2003) Optimal delay order selection for linear equalization problems. 2003 Int. Symp. Intelligent Signal Processing and Communication Systems, Awaji Island, Japan. 07 - 10 Dec 2003. pp. 850-853 .
Chen, S. and Hong, X. (2003) Orthogonal Forward Regression based on Directly Maximizing Model Generalization Capability. 9th Annual Conference of Chinese Automation and Computing Society in UK, University of Luton, Luton, United Kingdom. pp. 251-256 .
Erwin-Wright, S., Sanders, D. and Chen, S. (2003) Predicting terrain contours using a feed-forward neural network. Engineering Applications of Artificial Intelligence, 16 (5/6), 465-472.
Hong, X., Harris, C.J., Chen, S. and Sharkey, P.M. (2003) Robust identification for linear-in-the-parameters models. IFAC Int. Conf. Intelligent Control Systems and Signal Processing, Faro, Portugal. 07 - 10 Apr 2003. pp. 298-303 .
Hong, X., Harris, C.J., Chen, S. and Sharkey, P.M. (2003) Robust nonlinear model identification methods using forward regression. IEEE Transaction on Systems, Man and Cybernetics, Part A, 33 (4), 514-523.
Chen, S., Hong, X. and Harris, C.J. (2003) Sparse kernel regression modelling using combined locally regularized orthogonal least squares and D-optimality experimental design. IEEE Transactions on Automatic Control, 48 (6), 1029-1036.
Chen, S., Hong, X. and Harris, C.J. (2003) Sparse multi-output radial basis function network construction using combined locally regularised orthogonal least square and D-Optimality experimental design. Control Theory and Applications, IEE Proceedings, 150 (2), 139-146.

2002

Chen, S., Cook, T. B. and Anderson, L. C. (2002) Blind FIR equalisation for high-order QAM signalling. 6th Int. Conf. Signal Processing, Beijing, China. 25 - 29 Aug 2002. pp. 1299-1302 .
Chen, Sheng and Hanzo, Lajos (2002) Block-adaptive kernel-based CDMA multiuser detection. In 2002 IEEE International Conference on Communications: Conference Proceedings. ICC 2002. IEEE. pp. 682-686 . (doi:10.1109/ICC.2002.996943).
Wu, J. and Chen, S. (2002) Design of sparse digital finite-precision controller structures based on an improved closed-loop stability related measure. Proc. of the IASTED Int. Conf. Modelling, Identification and Control. pp. 313-318 .
Chen, S. and Hanzo, L. (2002) Importance Sampling Simulation and Multiple-Hyperplane Realization of the Bayesian Decision Feedback Equaliser. In, McWhirter, J. and Proudler, I.K. (eds.) Mathematics in Signal Processing V. (IMA Conference Series) Mathematics in Signal Processing V (31/03/02) Oxford University Press, pp. 157-167.
Chen, S. (2002) Importance sampling simulation for evaluating lower-bound symbol error rate of the Bayesian DFE with multi-level signalling schemes. IEEE Transactions on Signal Processing, 50 (5), 1229-1236.
Chen, S. (2002) Importance sampling simulation for evaluating the lower-bound BER of the Bayesian DFE. IEEE Transactions on Communications, 50 (2), 179-182.
Chen, S. (2002) Locally regularised orthogonal least squares algorithm for the construction of sparse kernel regression models. 6th Int. Cof. Signal Processing, Beijing, China. 25 - 29 Aug 2002. pp. 1229-1232 .
Chen, S. (2002) Minimum symbol-error-rate equalisation. Cowan, C.N.F. (ed.) Proceedings of Non-linear and Non-Gaussian Signal Processing Workshop. pp. 1-3 .
Chen, S. (2002) Multi-output regression using a locally regularised orthogonal least square algorithm. IEE Proceedings - Vision, Image and Signal Processing, 149 (4), 185-195.
Wu, J., Chen, S. and Chu, J. (2002) Optimal finite-precision controller realizations in block-floating-point format. 21th Chinese Control Conference, Hangzhou, China. 12 - 14 Aug 2002. pp. 387-393 .
Wu, J., Chen, S., Whidborne, J.F. and Chu, J. (2002) Optimal floating-point realizations of finite-precision digital controllers. 41st IEEE Conference on Decision and Control, Las Vegas, Nevada, United States. 10 - 13 Dec 2002. pp. 2570-2575 .
Li, G., Wu, J., Chen, S. and Zhao, K.Y. (2002) Optimum structures of digital controllers in sampled-data systems: a roundoff noise analysis. Control Theory and Applications, IEE Proceedings, 149 (3), 247-255.
Chen, S. (2002) Performance evaluation of Bayesian decision feedback equalizer with M-PAM symbols using importance sampling simulation. 2nd IMA Int. Conf. Mathematics in Communications, Lancaster, United Kingdom. 16 - 18 Dec 2002. 4 pages .
Chen, S., Ahmad, N.N. and Hanzo, L. (2002) Smart Beamforming for Wireless Communications: A Novel Minimum Bit Error Rate Approach. 2nd IMA Internatinal Conference on Mathematics in Communications, Lancaster, United Kingdom. 16 - 18 Dec 2002. 4 pages .
Chen, S., Hong, X. and Harris, C.J. (2002) Sparse data modelling using combined locally regularized orthogonal least squares and D-optimality design. Combined Annual Conf. Institute of Automation, the Chinese Academy of Sciences, and Annual Conf. Chinese Automation and Computer Society in U.K., Beijing, China. 19 - 20 Sep 2002. pp. 112-117 .
Chen, S., Mulgrew, B. and Hanzo, L. (2002) Stochastic Least-Symbol-Error-Rate Adaptive Equalization for Pulse-Amplitude Modulation. of ICASSP'02, Orlando, Florida, United States. 12 - 16 May 2002. pp. 2629-2632 .
Urwin-Wright, S., Sanders, D. and Chen, S. (2002) Terrain prediction for an eight legged robot. Journal of Robotic Systems, 19 (2), 91-98.
Chen, S., Wu, J. and Li, G. (2002) Two approaches based on pole sensitivity and stability radius measures for finite precision digital controller realizations. Systems & Control Letters, 45 (4), 321-329.

2001

Chen, S., He, Z. and Luk, B. L. (2001) A generic postprocessing technique for image compression. IEEE Transactions on Circuits and Systems for Video Technology, 11 (4), 546-553.
Chen, S., Mulgrew, B. and Hanzo, L. (2001) Adaptive Least Error Rate Algorithm for Neural Network Classifiers. Neural Networks for Signal Processing, , Falmouth, Mass., United States. 09 - 11 Sep 2001. pp. 223-232 .
Chen, S., Samingan, A.K., Mulgrew, B. and Hanzo, L. (2001) Adaptive Minimum-BER Linear Multiuser Detection. ICASSP'01, Salt Lake City, Utah, United States. 06 - 10 May 2001. pp. 2253-2256 .
Samingan, A.K., Chen, S. and Hanzo, L. (2001) Adaptive Minimum-BER Linear Multiuser Detection for CDMA Signals in Multipath Channels with 4-QAM Constellation. Electronics Letters, 37 (11), 721-723.
Chen, S., Samingan, A.K., Mulgrew, B. and Hanzo, L. (2001) Adaptive Minimum-BER Linear Multiuser Detection for DS-CDMA Signals in Multipath Channels. IEEE Transactions on Signal Processing, 49 (6), 1240-1247.
Chen, S., Samingan, A.K. and Hanzo, L. (2001) Adaptive Multiuser Receiver Using a Support Vector Machine Technique. VTC'2001 (Spring), , Rhodes, Greece. 05 - 08 May 2001. pp. 604-608 .
Mulgrew, B. and Chen, S. (2001) Adaptive minimum-BER decision feedback equalisers for binary signalling. Signal Processing, 81 (7), 1479-1489.
Wu, J., Chen, S., Li, G., Istepanian, R. H. and Chu, J. (2001) An improved closed-loop stability related measure for finite-precision digital controller realizations. IEEE Transactions on Automatic Control, 46 (7), 1162-1166.
Luk, B.L., White, T.S., Cooke, D.S., Hewer, N.D., Hazel, G. and Chen, S. (2001) Climbing service robot for duct inspection and maintenance applications in a nuclear reactor. Proceedings of the 32nd International Symposium on Robotics (Seoul, Korea), April 19-21, 2001. pp. 41-46 .
Chen, Sheng, Hanzo, Lajos and Mulgrew, B. (2001) Decision feedback equalization using multiple-hyperplane partitioning for detecting ISI-corrupted M-ary PAM signals. IEEE Transactions on Communications, 49 (5), 760-764. (doi:10.1109/26.923797).
Chen, S., Istepanian, R. H. and Luk, B. L. (2001) Digital IIR filter design using adaptive simulated annealing. Digital Signal Processing, 11 (3), 241-251.
Wu, J., Chen, S., Li, G. and Chu, J. (2001) Finite word length implementation for digital reduced order observer based controllers. Developments in Chemical Engineering and Mineral Processing, 9 (1/2), 41-48.
Luk, B.L., Cooke, D.S., Collie, A.A., Hewer, N.D. and Chen, S. (2001) Intelligent legged climbing service robot for remote inspection and maintenance in hazardous environments. Proceedings of 8th IEEE Conference on Mechatrinics and Machine Vision in Practice (Hong Kong), August 17-29, 2001. pp. 252-256 .
Chen, S. (2001) Kernel-based data modelling using orthogonal least squares selection with local regularisation. 7th Annual Chinese Automation and Computer Science Conference in UK. pp. 27-30 .
Wu, J., Chen, S. and Chu, J. (2001) Mixed $H_2/l_1$ optimization problem via Lagrange multiplier theory. 7th Annual Chinese Automation and Computer Science Conf. in UK. pp. 1-6 .
Chen, Sheng, Hanzo, Lajos and Mulgrew, B. (2001) Multiple hyperplane detector for implementing the asymptotic Bayesian decision feeback equalizer. In ICC 2001: IEEE International Conference on Communications. IEEE. pp. 361-365 . (doi:10.1109/ICC.2001.936963).
Chen, S., Samingan, A.K. and Hanzo, L. (2001) Support Vector Machine Multiuser Receiver for DS-CDMA Signals in Multipath Channels. IEEE Transactions on Neural Networks, 12 (3), 604-611.
Chen, S. and Wu, J. (2001) The determination of optimal finite precision controller realizations using a global optimization strategy: pole sensitivity approach. Istepanian, R.S.H. and Whidborne, J.F. (eds.) In Digital Controller Implementation and Fragility: A Modern Perspective. Springer. pp. 87-104 .
Chen, S., Gunn, S.R. and Harris, C.J. (2001) The relevance vector machine technique for channel equalization application. IEEE Transactions on Neural Networks, 12 (6), 1529-1532.
Luk, B.L., Galt, S. and Chen, S. (2001) Using genetic algorithms to establish efficient walking gaits for an eight-legged robot. International Journal of Systems Science, 32 (6), 703-713.

2000

Chen, Sheng and Hanzo, Lajos (2000) An importance sampling simulation method for Bayesian decision feedback equalizers. 5th International Conference on Mathematics and Computing, Kalinga Institute of Industrial Technology, Bhubaneswar, India. 06 - 09 Feb 2019. 4 pp .
Chen, S., He, Z. and Grant, P. M. (2000) Artificial neural network visual model for image quality enhancement. Neurocomputing, 30 (1-4), 339-346.
Chen, S., Mulgrew, B. and Hanzo, L. (2000) Asymptotic Bayesian Decision Feedback Equalizer Using a Set of Hyperplanes. IEEE Transactions on Signal Processing, 48 (12), 3493-3500.
Chen, S., Istepanian, R. H., Wu, J. and Chu, J. (2000) Comparative study on optimizing closed-loop stability bounds of finite-precision controller structures with shift and delta operators. Systems & Control Letters, 40 (3), 153-163.
Chen, S. and Wu, J. (2000) Comparative study on pole sensitivity and stability radius measures for finite- precision digital controller realizations. Proceedings of 6th Annual Chinese Automation and Computer Science Conference in UK. pp. 1-6 .
Chen, S., Gunn, S.R. and Harris, C.J. (2000) Decision feedback equalizer design using support vector machines. IEE Proceedings - Vision, Image and Signal Processing, 147 (3), 213-219.
Chen, S. and Harris, C. J. (2000) Design of the optimal separating hyperplane for the decision feedback equalizer using support vector machines. Proceedings of 2000 IEEE International Conference on Acoustic, Speech, and Signal Processing. pp. 2701-2704 .
Wu, J., Chen, S., Li, G. and Chu, J. (2000) Digital finite-precision controller realizations with sparseness considerations. Proceedings of 3rd Chinese World Congress on Intelligent Control and Automation. pp. 2869-2873 .
Chen, S. (2000) IIR model identification using batch-recursive adaptive simulated annealing algorithm. Proceedings of 6th Annual Chinese Automation and Computer Science Conference in UK. pp. 151-155 .
Chen, S., Samingan, A.K. and Hanzo, L. (2000) Optimal Decision Feedback Equalizer for M-PAM Signals Using a Support Vector Machine Solution. Electronics Letters, 36 (20), 1742-1744.
Istepanian, R. H., Chen, S., Wu, J. and Whidborne, J. F. (2000) Optimal finite-precision controller realization of sampled data systems. International Journal of Systems Science, 31 (4), 429-438.
Chen, S., Wu, J., Istepanian, R.H. and Li, G. (2000) Optimal finite-precision digital controller realizations based on an improved closed-loop stability measure. Proceedings of UKACC International Conference on Control 2000 (Cambridge, UK),Sept.4-7, 2000.. CD-ROM, 6 pages .
Wu, J., Chen, S., Li, G. and Chu, J. (2000) Optimal finite-precision state-estimate feedback controller realizations of discrete-time systems. IEEE Transactions on Automatic Control, 45 (8), 1550-1554.
Urwin-Wright, S. and Chen, S. (2000) Potential improvement to terrain prediction for a legged robot using artificial neural networks. Journal of Computing in Systems Engineering, 6 (1), 2-4.
Wu, J., Chen, S., Li, G., Istepanian, R.H. and Chu, J. (2000) Shift and delta operator realizations for digital controllers with finite-word-length considerations. Control Theory and Applications, IEE Proceedings, 147 (6), 664-672.
Istepanian, R. H., Wu, J. and Chen, S. (2000) Sparse realizations of optimal finite-precision teleoperation controller structures. Proceedings of 2000 American Control Conference. pp. 687-691 .
Wu, J., Chen, S., Li, G., Istepanian, R. H., Chu, J. and Whidborn, J. F. (2000) Stability issues of finite precision state estimate feedback controller realizations for discrete time systems. Proceedings of 2000 American Control Conference. pp. 4189-4193 .
Mulgrew, B. and Chen, S. (2000) Stochastic gradient minimum-BER decision feedback equalisers. Proceedings of IEEE Symposium on Adaptive Systems for Signal Processing, Communication and Control. pp. 93-98 .

1999

Chen, S., Istepanian, R. H., Wu, J. and Chu, J. (1999) A comparative study on optimizing closed-loop stability bounds of finite-precision PID controller structures with shift and delta operator realizations. In Proceedings of DYCON99. VI(A).1.1-VI(A).1.8 .
Chen, S. and Luk, B. L. (1999) Adaptive simulated annealing for optimization in signal processing applications. Signal Processing, 79 (1), 117-128.
Istepanian, R. H., Petrosian, A. and Chen, S. (1999) Application of ECG data compression wavelets for a wireless telecardiology system. Proceedings of 21st Annual International Conference of IEEE Engineering in Medicine and Biology Society. p. 701 .
Chen, S., Wu, Y. and Luk, B.L. (1999) Combined genetic algorithm optimization and regularized orthogonal least squares learning for radial basis function networks. IEEE Transactions on Neural Networks, 10 (5), 1239-1243.
Galt, S., Luk, B. L., Chen, S., Istepanian, R. H., Cooke, D. S. and Hewer, N. D. (1999) Intelligent walking gait generation for legged robots. Proceedings of 2nd International Conference on Climbing and Walking Robots. pp. 605-613 .
Pasparakis, G. K., Luk, B. L., Istepanian, R. H. and Chen, S. (1999) Novel image processing technique for CLAWAR machine navigation. Proceedings of 2nd International Conference on Climbing & Walking Robots. pp. 623-629 .
Chen, S., Wu, J., Istepanian, R. H. and Chu, J. (1999) Optimizing stability bounds of finite-precision PID controller structures. IEEE Transactions on Automatic Control, 44 (11), 2149-2153.
Chen, S., Istepanian, R. H. and Wu, J. (1999) Optimizing stability bounds of finite-precision PID controllers using adaptive simulated annealing. Proceedings of 1999 American Control Conference. pp. 4316-4320 .
Chen, S., Wu, J., Istepanian, R. H., Chu, J. and Whidborne, J. F. (1999) Optimizing stability bounds of finite-precision controller structures for sampled-data systems in the delta operator domain. Control Theory and Applications, IEE Proceedings, 146 (6), 517-526.
Chen, S., Istepanian, R. H. and Luk, B. L. (1999) Signal processing applications using adaptive simulated annealing. Proceedings of the 1999 Congress on Evolutionary Computation. pp. 842-849 .
Wu, J., Istepanian, R. H., Chu, J., Whidborne, J. F., Chen, S. and Hu, J. (1999) Stability issues of finite precision controller structures using the delta operator for sampled data systems. Proceedings of 14th IFAC World Congress. pp. 417-422 .
Wu, J., Istepanian, R. H. and Chen, S. (1999) Stability issues of finite-precision controller structures for sampled-data systems. International Journal of Control, 72 (15), 1331-1342.
Istepanian, R. H., Woodward, B., P. A, Balos, Chen, S. and Luk, B. L. (1999) The comparative performance of mobile telemedical systems based on the IS-54 and GSM cellular telephone standards. Journal of Telemedicine and Telecare, 5 (2), 97-104.
Chen, S. and Mulgrew, B. (1999) The minimum-SER linear-combiner decision feedback equalizer. IEE Proceedings Communications, 146 (6), 347-353.
Wu, J., Istepanian, R. H., Chu, J., Whidborne, J. F., Chen, S. and Luk, B. L. (1999) The optimal controller realization using the delta operator for sampled data systems with finite word length consideration. Proceedings of 1999 European Control Conference. F933.1-F933.6 .

1998

Kalyvas, T. K., Luk, B. L., Chen, S. and Istepanian, R. H. (1998) A landmark selection methodology for unsupervised walking and climbing robot navigation in dynamic 3-dimensional environments. Proceedings of 1st International Symposium on Climbing and Walking Robots. part 2, 7-10 .
Chen, S., Istepanian, R. H., Whidborne, J. F. and Wu, J. (1998) Adaptive simulated annealing for designing finite-precision PID controller structures. Proceedings of IEE Colloquium on Optimisation in Control: Methods and Applications. 3/1-3/3 .
Liu, Y., Abel, E. W., Belch, J. J. F. and Chen, S. (1998) An impulse response flow cytometric technique for blood cell characterisation - instrumentation and preliminary evaluation. Proceedings of 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. pp. 1881-1884 .
Chen, S., Luk, B. L. and Liu, Y. (1998) Application of adaptive simulated annealing to blind channel identification with HOC fitting. Electronics Letters, 34 (3), 234-235.
Chen, S. and Wu, Y. (1998) Genetic algorithm optimization for maximum likelihood joint channel and data estimation. Proceedings of 1998 IEEE International Conference on Acoustics, Speech and Signal Processing. pp. 1157-1160 .
Chen, S. and Wu, Y. (1998) Maximum likelihood joint channel and data estimation using genetic algorithms. IEEE Transactions on Signal Processing, 46 (5), 1469-1473.
He, Z., Chen, S., Luk, B. L. and Istepanian, R. H. (1998) Postprocessing for image coding applications using neural network visual model. Proceedings of 8th IEEE Workshop on Neural Networks for Signal Processing. pp. 557-566 .
Yang, Z.R. and Chen, S. (1998) Robust maximum likelihood training of heteroscedastic probabilistic neural networks. Neural Networks, 11 (4), 739-747. (doi:10.1016/S0893-6080(98)00024-0).
Chen, S., Mulgrew, B., Chng, E. S. and Gibson, G. (1998) Space-translation properties and the minimum-BER linear-combiner DFE. IEE Proceedings Communications, 145 (5), 316-322.
Billings, S. A. and Chen, S. (1998) The determination of multivariable nonlinear models for dynamic systems. Leondes, C. T. (ed.) In Control and Dynamic Systems. Academic Press. pp. 231-278 .
Pasparakis, G. K., Luk, B. L., Istepanian, R. H. and Chen, S. (1998) Unsupervised 3-dimensional construction of environments for walking and climbing robot applications. Proceedings of 1st International Symposium on Climbing and Walking Robots. part 2, 17-22 .

1997

Chen, S., Wu, Y. and McLaughlin, S. (1997) Blind channel identification based on higher-order cumulant fitting using genetic algorithms. Proceedings of 5th IEEE Signal Processing Workshop on Higher-Order Statistics. pp. 184-188 .
Chen, S., Wu, Y. and McLaughlin, S. (1997) Genetic algorithm optimization for blind channel identification with higher order cumulant fitting. IEEE Transactions on Evolutionary Computation, 1 (4), 259-265.
Chen, S., McLaughlin, S., Mulgrew, B. and Grant, P.M. (1997) Joint channel estimation and data detection using a blind Bayesian decision feedback equaliser. Proceedings of 1997 IEE Colloquium on Blind Deconvolution - Algorithms and Applications. p4/1-5 .
Qiu, G., He, Z. and Chen, S. (1997) Post-processing block coded images using artificial neural networks. Proceedings of 6th IEE International Conference on Image Processing and Its Applications. pp. 684-687 .
He, Z. and Chen, S. (1997) Using visual feature extraction neural network model to improve performance of quadtree based image coding. Proceedings of 5th IEE International Conference on Artificial Neural Networks. pp. 30-35 .

1996

Chng, E.S., Mulgrew, B., Chen, S. and Gibson, G. (1996) Approximating the Bayesian decision boundary for channel equalisation using subset radial basis function network. In, Ellacott, S.W., Mason, J.C. and Anderson, I. (eds.) Mathematics of Neural Networks: Models, Algorithms and Applications. Kluwer Acedemic Publishers, pp. 151-155. (doi:10.1007/978-1-4615-6099-9_23).
Chen, S., McLaughlin, S., Mulgrew, B. and Grant, P. M. (1996) Bayesian decision feedback equaliser for overcoming co-channel interference. IEE Proceedings Communications, 143 (4), 219-225.
Chng, E. S., Chen, S. and Mulgrew, B. (1996) Gradient radial basis function networks for nonlinear and nonstationary time series prediction. IEEE Transactions on Neural Networks, 7 (1), 190-194.
Chen, S., Chng, E. S., Mulgrew, B. and Gibson, G. (1996) Minimum-BER linear-combiner DFE. Proceedings of 1996 IEEE International Conference on Communications. pp. 1173-1177 .
Grant, P. M., Chen, S. and Mulgrew, B. (1996) Nonlinear adaptive filter performance in typical applications. Annual Reviews in Control, 20, 107-118.
Chen, S., Chng, E. S. and Alkadhimi, K. (1996) Regularized orthogonal least squares algorithm for constructing radial basis function networks. International Journal of Control, 64 (5), 829-837.
He, Z., Qiu, G. and Chen, Sheng (1996) Visual vector quantization for image compression based on Laplacian pyramid structure. Mertzios, Basil G and Liatsis, Panos (eds.) In Proceedings IWISP '96: , 4-7 November 1996,Manchester,UK: Third International Workshop on Image and Signal Processing on the Theme of Advances in Computational Intelligence. Elsevier. pp. 7-10 .

1995

Chen, S., Wu, Y. and Alkadhimi, K. (1995) A two-layer learning method for radial basis function networks using combined genetic and regularised OLS algorithm. 1st IEE/IEEE International Conference on GALESIA, Sheffield, United Kingdom. 11 - 13 Sep 1995. pp. 245-249 .
Chen, Sheng, McLaughlin, Stephen, Mulgrew, B. and Grant, Peter M. (1995) Adaptive Bayesian decision feedback equalizer for dispersive mobile radio channels. IEEE Transactions on Communications, 43 (5), 1937-1946. (doi:10.1109/26.387409).
Chen, S. (1995) Adaptive equalisation using neural networks. In, Murray, A. F. (ed.) Applications of Neural Networks. Applications of Neural Networks (01/01/95) Kluwer, pp. 241-265.
Chng, E. S., Chen, S. and Mulgrew, B. (1995) Efficient computational schemes for the orthogonal least squares algorithm. IEEE Transactions on Signal Processing, 43 (1), 373-376.
Chen, S. and Wigger, J. (1995) Fast orthogonal least squares algorithm for efficient subset model selection. IEEE Transactions on Signal Processing, 43 (7), 1713-1715.
Chen, Sheng, McLaughlin, S, Grant, P.M. and Mulgrew, B. (1995) Multi-stage blind clustering equaliser. IEEE Transacations on Communications, 43 (2/3/4), 701 - 705. (doi:10.1109/26.380093).
Billings, S. A. and Chen, S. (1995) Neural networks and system identification: 2nd. In, Irwin, G. W., Warwich, K. and Hunt, K. J. (eds.) Neural Network Application in Control. Neural Network Applications in Control (01/01/95) IEE, pp. 229-251.
Chen, Sheng (1995) Nonlinear time series modelling and prediction using Gaussian RBF networks with enhanced clustering and RLS learning. Electronics Letters, 31 (2), 117-118.
Chng, E. S., Mulgrew, B., Chen, S. and Gibson, G. (1995) Optimum lag and subset selection for radial basis function equaliser. 5th IEEE Workshop on Neural Networks for Signal Processing, Cambridge, United States. 30 Aug - 01 Sep 1995. pp. 593-602 .
Chng, E.S., Mulgrew, B., Chen, Sheng and Gibson, G. (1995) Realizing the optimum decision boundary for channel equalisation using radial basis function and linear networks. In Mathematics for neural networks and applications. 7 pp .
Chen, S. (1995) Regularized OLS algorithm with fast implementation for training multi-output radial basis function networks. 4th IEE International Conference on Artificial Neural Networks, Cambridge, United Kingdom. 25 - 27 Jun 1995. pp. 290-294 .

1994

Chen, S., McLaughlin, S., Mulgrew, B. and Grant, P. M. (1994) Adaptive Bayesian decision feedback equaliser incorporating co-channel interference compensation. Proceedings of IEEE International Conference on Communications. pp. 530-533 .
Chng, E. S., Mulgrew, B. and Chen, S. (1994) Backtracking orthogonal least squares algorithm for model selection. IEE Colloquium on Maths. Aspects of Digital Signal Processing, Bristol, United Kingdom. 10/1-10/5 .
Chen, S., McLaughlin, S. and Mulgrew, B. (1994) Complex-valued radial basis function network, Part I: network architecture and learning algorithms. Signal Processing, 35, 19-31.
Chen, S., McLaughlin, S. and Mulgrew, B. (1994) Complex-valued radial basis function networks, Part II: application to digital communications channel equalisation. Signal Processing, 36 (2), 175-188.
Chng, E.S., Chen, S. and Mulgrew, B. (1994) Improving the radial basis function network for homogeneous nonstationary time series prediction. EUSIPCO-94, , Edinburgh, United Kingdom. 10 - 15 Sep 1994. pp. 1819-1822 .
Chen, S. (1994) Modelling and identification of nonlinear dynamic systems. SPIE Advanced Signal Processing: Algorithms, Architectures, and Implementations V, San Diego, United States. 23 - 28 Jul 1994. pp. 270-278 .
Chen, S. and Billings, S. A. (1994) Neural networks for non-linear dynamic systems modeling and identification. In, Harris, C. J. (ed.) Advances in Intelligent Control. Advances in Intelligent Control (01/01/94) Taylor & Francis.
Chen, S. (1994) Radial basis functions for signal prediction and system modelling. Journal of Applied Science and computations, 1.
Chng, E. S., Chen, S. and Mulgrew, B. (1994) Reducing the computational requirement of the orthogonal least squares algorithm. ICASSP-94, Adelaide, Australia. 18 - 21 Apr 1994. pp. 529-532 .
Chen, S., Chng, E. S. and Alkadhimi, K. (1994) Schemes for improving generalisation properties of the radial basis function network. 14th IMACS World Congress on Computational and Applied Mathematics, Atlanta, United States. 10 - 14 Jul 1994.

1993

Chen, S., Mulgrew, B. and Grant, P. M. (1993) A clustering technique for digital communications channel equalization using radial basis function networks. IEEE Transactions on Neural Networks, 4 (4), 570-579.
Chen, S., Mulgrew, B. and McLaughlin, S. (1993) Adaptive Bayesian equalizer with decision feedback. IEEE Transactions on Signal Processing, 41 (9), 2918-2927.
An, P.E., Brown, M., Harris, C.J. and Chen, S. (1993) Comparative aspects of neural network algorithms for on-line modelling of dynamic processes. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, 207 (4), 223-241. (doi:10.1243/PIME_PROC_1993_207_345_02).
Chen, S., Grant, P. M., McLaughlin, S. and Mulgrew, B. (1993) Complex-valued radial basis function networks. 3rd IEE International Conference on Artificial Neural Networks, Brighton, United Kingdom. pp. 148-152 .
Chen, S., McLaughlin, S., Grant, P. M. and Mulgrew, B. (1993) Fast blind equalisation based on a Bayesian decision feedback equaliser. Electronics Letters, 29 (10), 891-893.
Chen, S., McLaughlin, S., Mulgrew, B. and Grant, P. M. (1993) Joint channel estimation and data detection using a blind Bayesian decision feedback equaliser. IEEE GLOBECOM'93, Houston, United States. 29 Nov - 02 Dec 1993. pp. 2017-2021 .
Grant, P. M., Mulgrew, B., McLaughlin, S. and Chen, S. (1993) Nonlinear architectures for equalisation, signal prediction and system modelling. DSP: The Enabling Technology for Communications, Asterdam. 09 - 10 Mar 1993. pp. 6301-6310 .
Chen, S. (1993) Nonlinear modelling and identification using neural networks. 1st Chinese World Congress on Intelligent Control and Intelligent Automation, Beijing, China. 25 - 29 Aug 1993. pp. 707-712 .
Chen, S., McLaughlin, S., Grant, P. M. and Mulgrew, B. (1993) Reduced-complexity multi-stage blind clustering equaliser. In Proceedings of ICC '93 - IEEE International Conference on Communications. IEEE. pp. 1149-1153 . (doi:10.1109/ICC.1993.397457).

1992

Chen, S., Mulgrew, B. and McLaughlin, S. (1992) Adaptive Bayesian decision feedback equaliser based on a radial basis function network. IEEE International Conference on Communications (ICC'92), , Chicago, United States. 343.3.1-343.3.5 . (doi:10.1109/ICC.1992.268037).
Chen, S., Mulgrew, B., McLaughlin, S. and Grant, P. M. (1992) Adaptive Bayesian equaliser with feedback for mobile radio channels. 2nd COST 229 Workshop Adaptive Algorithms in Communications, Bordeaux-Technopolis, France. 29 Sep - 01 Oct 1992. pp. 111-120 .
Billings, S. A. and Chen, S. (1992) Neural networks and system identification. IEE Workshop on Neural Networks for Control and Systems: Principles and Applications, Reading, United Kingdom.
Billings, S. A. and Chen, S. (1992) Neural networks and system identification: 1st. In, Neural Networks for Control and Systems: Principles and Applications. Neural Networks for Control and Systems: Principles and Applications (01/01/92) Peter Peregrinus.
Chen, S. and Billings, S. A. (1992) Neural networks for nonlinear dynamic system modelling and identification. International Journal of Control, 56, 319-346.
Chen, S., Grant, P. M. and Cowan, C. F. N. (1992) Orthogonal least squares algorithm for training multi-output radial basis function networks. IEE Proceedings, Part F, 139, 378-384.
Chen, S., Cowan, C.F.N. and Grant, P.M. (1992) Orthogonal least squares learning algorithm for radial basis function networks. In, Vemuri, V.R. (ed.) Artificial neural networks: concepts and control applications. Artificial Neural Networks: Concepts and Control Applications (01/01/92) IEEE Computer Society Press.
Chen, S. and Mulgrew, B. (1992) Overcoming co-channel interference using an adaptive radial basis function equaliser. Signal Processing, 28, 91-107.
Billings, S. A., Jamaluddin, H. B. and Chen, S. (1992) Properties of neural networks with applications to modelling nonlinear dynamical systems. International Journal of Control, 55, 193-224.
Chen, S., Billings, S. A. and Grant, P. M. (1992) Recursive hybrid algorithm for non-linear system identification using radial basis function networks. International Journal of Control, 55, 1051-1070.

1991

Billings, S. A., Jamaluddin, H. B. and Chen, S. (1991) A comparison of the backpropagation and recursive prediction error algorithms for training neural networks. Mechanical Systems and Signal Processing, 5, 233-255.
Chen, Sheng, Grant, P.M. and Cowan, C.F.N. (1991) Orthogonal least squares algorithm for training multi-output radial basis function networks. In IEE Second International Conference on Artificial Neural Networks. Institution of Engineering and Technology. pp. 336-339 .
Cowan, C. F. N., Grant, P. M. and Chen, Sheng (1991) Orthogonal least squares learning algorithm for radial basis function networks. IEEE Transactions on Neural Networks, 2 (2), 302-309.
Chen, S., Gibson, G. J., Cowan, C. F. N. and Grant, P. M. (1991) Reconstruction of binary signals using an adaptive radial-basis-function equalizer. Signal Processing, 22, 77-93.

1990

Chen, S., Gibson, G. J. and Cowan, C. F. N. (1990) Adaptive channel equalisation using a polynomial-perceptron structure. IEE Proceedings, Part I, 137, 257-264.
Chen, S., Gibson, G. J., Cowan, C. F. N. and Grant, P. M. (1990) Adaptive equalisation of finite non-linear channels using multilayer perceptrons. Signal Processing, 20 (2), 107-119. (doi:10.1016/0165-1684(90)90122-F).
Chen, S., Billings, S. A. and Grant, P. M. (1990) Non-linear system identification using neural networks. International Journal of Control, 51, 1191-1214.
Chen, Sheng, Billings, S.A, Cowan, C.F.N. and Grant, P.M. (1990) Non-linear systems identification using radial basis functions. International Journal of System Science, 21 (12), 2513-2539. (doi:10.1080/00207729008910567).
Cowan, C. F. N., Grant, P. M., Chen, S. and Gibson, G. J. (1990) Nonlinear classification and adaptive structures. SPIE Advanced Signal Processing Algorithms, Architectures, and Implementations, San Diego, United States. pp. 62-68 .
Chen, S., Cowan, C. F. N., Billings, S. A. and Grant, P. M. (1990) Parallel recursive prediction error algorithm for training layered neural networks. International Journal of Control, 51, 1215-1228.
Chen, S., Billings, S. A., Cowan, C. F. N. and Grant, P. M. (1990) Practical identification of NARMAX models using radial basis functions. International Journal of Control, 52, 1327-1350.
Gibson, G. J., Siu, S., Chen, S., Cowan, C.F.N. and Grant, P.M. (1990) The application of nonlinear architectures to adaptive channel equalisation. ICC 1990, , Atlanta, United States. 312.8.1-313.8.5 .

1989

Billings, S. A. and Chen, S. (1989) Extended model set, global data and threshold model identification of severely non-linear systems. International Journal of Control, 50, 1897-1923.
Billings, S. A., Chen, S. and Korenberg, M. J. (1989) Identification of MIMO non-linear systems using a forward-regression orthogonal estimator. International Journal of Control, 49, 2157-2189.
Billings, S. A. and Chen, S. (1989) Identification of non-linear rational systems using a prediction-error estimation algorithm. International Journal of Systems Science, 20, 467-494.
Chen, S. and Billings, S. A. (1989) Modelling and analysis of non-linear time series. International Journal of Control, 50 (6), 2151-2171.
Billings, S. A., Luo, W. and Chen, Sheng (1989) Orthogonal least squares methods and their application to non-linear system identification. International Journal of Control, 50 (5), 1873-1896.
Chen, S., Gibson, G. J., Cowan, C. F. N. and Grant, P. M. (1989) Recursive prediction error algorithm for training multilayer perceptrons. IEEE Colloquium on Adaptive Algorithms for Signal Estimation and Control, Edinburgh, United Kingdom. 10/1-10/7 .
Chen, S. and Billings, S. A. (1989) Recursive prediction error estimator for non-linear models. International Journal of Control, 49 (2), 569-594. (doi:10.1080/00207178908559655).
Chen, S. and Billings, S. A. (1989) Representation of non-linear systems: the NARMAX model. International Journal of Control, 49 (3), 1012-1032.
Billings, S. A., Chen, S. and Backhouse, R. J. (1989) The identification of linear and non-linear models of a turbocharged automotive diesel engine. Mechanical Systems and Signal Processing, 3, 123-142.

1988

Billings, S. A., Korenberg, M. J. and Chen, S. (1988) Identification of non-linear output-affine systems using an orthogonal least-squares algorithm. International Journal of Systems Science, 19, 1559-1568.
Lin, J., Chen, S. and Roberts, P. D. (1988) Modified algorithm for steady state integrated system optimisation and parameter estimation. IEE Proceedings Part D, 135, 119-126.
Chen, S. and Billings, S. A. (1988) Prediction-error estimation algorithm for non-linear output-affine systems. International Journal of Control, 47, 309-332.
Chen, S. and Billings, S. A. (1988) Recursive maximum likelihood identification of a non-linear output-affine model. International Journal of Control, 48, 1605-1629.

1987

Han, C., Chen, S. and Roberts, P. D. (1987) Modified algorithm for MIMO self-tuning control. International Journal of Control, 45, 1515-1526.

1986

Brdys, M., Chen, S. and Roberts, P. D. (1986) An extension to the modified two-step algorithm for steady-state system optimisation and parameter estimation. International Journal of Systems Science, 17, 1229-1243.
Han, C., Ellis, J. E., Chen, S. and Roberts, P. D. (1986) An integrated algorithm for stochastic steady-state system optimisation and parameter estimation. IMA Journal of Mathematical Control and Information, 3, 323-335.
Chen, S., Brdys, M. and Roberts, P. D. (1986) An integrated system optimisation and parameter estimation technique for hierarchical control of steady-state systems. International Journal of Systems Science, 17, 1209-1228.
Chen, S., Wadhwani, D. S. and Roberts, P. D. (1986) Hierarchical integrated system optimisation and parameter estimation using a microcomputer based system. 25th IEEE Conference on Decision and Control, Athens, Greece. 10 - 12 Dec 1986. pp. 859-864 .
Chen, Sheng, Roberts, P.D. and Wadhwani, D.S. (1986) Integrated System Optimisation and Parameter Estimation Technique Using a Distributed Hierarchical Computer System. In, Singh, M. G., Allidina, A. Y. and Daniels, B. K. (eds.) Parallel Processing Techniques for Simulation. Springer, pp. 203-215. (doi:10.1007/978-1-4684-5218-1_15).

Dataset

Zhang, Jiankang, Chen, Sheng, Maunder, Robert, Zhang, Rong and Hanzo, Lajos (2017) Adaptive Coding and Modulation for Large-Scale Antenna Array Based Aeronautical Communications in the Presence of Co-channel Interference. University of Southampton doi:10.5258/SOTON/D0315 [Dataset]
Zhang, Jiankang, Chen, Sheng, Zhang, Rong, Al Rawi, Anas F. and Hanzo, Lajos (2018) Data for 'Differential Evolution Algorithm Aided Turbo Channel Estimation and Multi-User Detection for G.Fast Systems in the Presence of FEXT'. University of Southampton doi:10.5258/SOTON/D0550 [Dataset]
Zhang, Jiankang, Chen, Sheng, Maunder, Robert, Zhang, Rong and Hanzo, Lajos (2018) Data set for the paper of Regularized Zero-Forcing Precoding Aided Adaptive Coding and Modulation for Large-Scale Antenna Array Based Air-to-Air Communications. University of Southampton doi:10.5258/SOTON/D0592 [Dataset]
Zhang, Xiaoyu, Chen, Sheng and Hanzo, Lajos (2020) Dataset for On the Channel Capacity of Layered ACO-OFDM. University of Southampton doi:10.5258/SOTON/D1380 [Dataset]
Zhang, Xiaoyu and Babar, Zunaira (2018) Research Data - Multi-Class Coded Layered Asymmetrically Clipped Optical OFDM. University of Southampton doi:10.5258/SOTON/D0646 [Dataset]
Zhang, Xiaoyu, Wang, Qi, Zhang, Rong, Chen, Sheng and Hanzo, Lajos (2017) Research Data - Performance Analysis of Layered ACO-OFDM. University of Southampton doi:10.5258/SOTON/D0228 [Dataset]
Zhang, Jiankang, Chen, Sheng, Guo, Xinying, Shi, Jia and Hanzo, Lajos (2019) Research data for paper: Boosting Fronthaul Capacity: Global Optimization of Power Sharing for Centralized Radio Access Network. University of Southampton doi:10.5258/SOTON/D0766 [Dataset]
Guo, Xinying, Zhang, Jiankang, Chen, Sheng, Mu, Xiaomin and Hanzo, Lajos (2017) Source data of "Two-Stage Time-Domain Pilot Contamination Elimination in Large-Scale Multiple-Antenna Aided and TDD Based OFDM Systems". University of Southampton doi:10.5258/SOTON/404960 [Dataset]

Professor Sheng Chen FREng, FIEEE, FAAIA, FIET, CEng, DSc, PhD, BEng

Research

Publications

Contact

Research

Research interests

Publications

2022

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2011

2010

2009

2008

2007

2006

2005

2004

2003

2002

2001

2000

1999

1998

1997

1996

1995

1994

1993

1992

1991

1990

1989

1988

1987

1986

Dataset

Contact