In recent years, the technology of multi-sensor information fusion obtains amounts of researches and rapid development in the realm of target recognition. The basic theory and its systematic structure are introduced. The multi-sensor information fusion algorithms of target recognition are expounded and compared thoroughly in this paper. Finally the trend in this field are given.