Using heterogeneous sensor systems for centralized data fusion technology can improve the accuracy of battlefield target recognition. At first, briefly describes the basic theory of data fusion technology; and then expound the tasks in the battlefield that used data fusion in target recognition. Finally, used centralized data fusion technology for battlefield target identification simulation and verify its feasibility. Result shows that the design is good at classification and it will be extensive used in military field.