Research conflict problems of D-S evidence and its application in multi-sensor information fusion technology

doi:10.1109/ICITIS.2010.5689673

	Research conflict problems of D-S evidence and its application in multi-sensor information fusion technology
	Peng, Huiping; Cao, Xiaojun
	2010
会议录名称	Proceedings 2010 IEEE International Conference on Information Theory and Information Security, ICITIS 2010
页码	747-750
出版者	IEEE Computer Society
摘要	The D-S reasoning has evidently predominance in presentation, resolution and combination for uncertainty information problems, which makes it can be effectively applied in multi-sensor data fusion. However, the Dempster combination rule doesn't take proper measures to address the reliability, conflict and importance aspects of measuring the source-evidence itself, this weakness may result in the existence contrary to intuition in reasoning process. A synthesis rule, especially the conflict problems produced by the data fusion involved in the D-S reasoning synthesis rule based on the basic ones has been analyzed in this paper. Also, a improved synthesis formula of D-S has been put forward according to the conception of evidence information and the focal element generated by itself, and it is applied in the multi-sensor information fusion technology, As indicated by the simulation results that the method proposed is a feasible, effective solution. © 2010 IEEE.
关键词	Information fusion Information theory Security of data Conflict evidence D-S theory of evidence Effective solution Multi sensor Multi-sensor information fusion Multisensor data fusion Synthesis formulas Uncertainty informations
DOI	10.1109/ICITIS.2010.5689673
收录类别	EI
语种	英语
EI入藏号	20110813677051
文献类型	会议论文
条目标识符	http://ir.lzufe.edu.cn/handle/39EH0E1M/9874
专题	信息工程与人工智能学院
作者单位	Information Engineering School, Lanzhou University of Finance and Economics, Lanzhou, China
推荐引用方式 GB/T 7714	Peng, Huiping,Cao, Xiaojun. Research conflict problems of D-S evidence and its application in multi-sensor information fusion technology[C]:IEEE Computer Society,2010:747-750.