In order to decrease the error rate of missile battle target recognition information, applying Bayesian inference to battle to missile battle target recognition information. Adopt each sensor to carry on observing, classifying and explain towards striking target, and analyzing based on Bayesian inference to calculate the target fusion probability. The experimental results show that the method can make use of an information judgment target attribute more availably and improve the decision ability of system.