Abstract. An incremental target recognition algorithm based on improved discernibility matrix in rough set theory is presented. Some comparable experiments have been completed in our ”Information Fusion System for Communication Interception Information (IFS/CI2 )”. The results of experimentation illuminate that the new algorithm is more efficient than the previous algorithm.