Fusion of multisensor information is the key technique of C3I and EW system. The paper first discusses fusion decision theory and technique of single and multiple sensor and givesthe data fusion expert system. Finally, it emphasises the distributed Bayesian hypothesis testing with distributed data fusion in the binary hypothesis testing.