Abstract: This paper presents a novel approach of emitter recognition according to the idea of information fusion. In the new approach, D-S evidence theory is introduced during the processing of recognition using gray correlation analysis method. By redistributing the subordinate function of observation samples, this approach is effective in fusing the recognition results and improving the probability of accurate recognition. The simulation results show the feasibility and validity of the novel approach.