Abstract This paper presents a data fusion method of multiple hypotheses testing with distributed detection system. The data fusion algorithm is expanded to more general case. This paper describes the data fusion algorithm, the decision rule of system, the calculation equation of system performance, and givs the simulation results of system performance.