Target Classification Using PAS and Evidence Theory

摘要：

　　This paper presents a novel Dempster-Shafer evidence construction approach for aircraft aim recognition.The prior-probability of the properties of aircraft was used for establishing a probabilistic argumentation system.Dempster-Shafer evidence was constructed by assumption-based reasoning.Therefore,additional information could be provided to the classification of the data fusion system.Experiments on artificial and real data demonstrated that the proposed method could improve the classification results.

关键词： Dempster-Shafer theory probabilistic argumentation system (PAS) target classification

作者: Jia Li Yan Hai Li Guohui Zhang Hui

作者单位: School of Information System and Management National University of Defense Technology Changsha 410073, China

会议类型: 国际会议

会议名称: 2013 2nd International Symposium on Computer,Communication,Control and Automation(ISCCCA-13)(2013年第二届计算机、通信与自动化国际会议)

会议地点: 太原

会议语种:英文

页码: 475-478

在线出版日期: 2013-04-06（万方平台首次上网日期，不代表论文的发表时间）