Abstract: In this paper, the multiple hypothesis testing data association method is derived for multisensor system based on the prior information of the detection performance of each sensor. This method is used to cancel the `ghost' of multisensor location system. The computer simulation demonstrated that the method has a good effect on the "ghost" cancellation.