Abstract: The theory of Bayesian discrimination was introduced prior to the study. Simulation experiment of underwater explosion was conducted and analyzed by this method. The error probability together with the effect of underwater explosion were calculated and discussed both theoretically and practicably. The agreeable results of underwater explosion were achieved by Bayesian discrimination method, and the data of underwater explosion were generated by multidimensional normal distribution. The optimal distances of bomb dropping were determined by this method.