At present, Bayesian method and Dempster-Shafer evidence theroy are the primary methods of decision-level identity estimation used in real-time C3I system. The identity is discerned by fusing multiple parametric data obtained by multisensor. In this paper, the basic theory and fusion process of two methods are introduced and compared. An example is presented. At last, the development of identity estimation methods is put forward.