The target do irregularity motion in wireless sensor networks, make it difficult to select reasonable data to predict the target future position, meanwhile it is easy to happen target lost during tracking process and go against the target monitoring. By analyzing the change characteristic of target motion trend, the paper puts forward multi-cluster heads structure and target recovery strategy in order to improve the tracking accuracy and reduce traffic lost, then improves linear fitting method so that selec...