Abstract: Many target characteristics can be extracted from radar wideband high resolution range profile(HRRP),which is used for target recognition. Narrowband and wideband features complement each other, although narrowband features are insufficient comparing to wideband. Narrowband has the advantages of far identification range, little pose influence and so on. The system recognition performance is improved by making the information of wideband and narrowband into a whole effectively. Characteristics of recognition system are analyzed in this paper,which take the speed, height and power spectrum of HRRP as recognition features, and then the fusion recognition result of system outputs based on DS evidence theory is got. The experiment results of real data show the validity of this method.