One of the directions that Wireless Sensor Networks are considered to play an important role, is in motion detection and target tracking systems. This research focuses on employing l ow-cost,low-power, limited sized devices, for detection and tracking of mobile targets. Novel tracking algorithms and information processing techniques are investigated to improve performance. This project aims at developing a system capable of handling multiple targets moving arbitrarily in the networks coverage area.