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This paper summarizes application of RFID technology based on IoT in inventory management on the aspects of military logistic operation,fundamental services and management decision.Meanwhile,it presents the challenges and key scientific problems involved in the military logistic field.Moreover,it proposes the current research project and induced good innovations to improve the application.Finally it makes comments on the existing problems and future development outlook in this domain.