摘要
D-S证据合成规则在遇到冲突证据时常有悖常理。针对现有规则的不足,通过理论分析和对几种常用组合规则的比较,提出一种基于近邻思想的冲突证据修正规则,综合考虑证据源的有效性和证据源间的距离,进行信息融合。实验结果表明,该规则对合理的合成方向具有较快的收敛速度,在证据源完全冲突的情况下也能适用。
According to the insufficiencies existing in D-S evidence theory when they deal with the conflicting evidences,many scholars present modified rules based on reallocation of the basic probability assigned to conflict.On the base of analyzing and comparing a few common combination rules,a new combination rule is presented to mend the disadvantages of the rules.This new rule realizes information fusion rationally with the use of effectiveness of evidential sources and the distance between them.Experimental results show that the new combination rule overcomes the insufficiencies.The outputs are constringent on the aspect of rationality,and the rule can be applied to combine the total conflict function.
出处
《计算机工程》
CAS
CSCD
北大核心
2010年第8期191-193,共3页
Computer Engineering
基金
江西省自然科学基金资助项目(2007GZS0186)
江西省教育厅科技基金资助项目(2008GJJ08151)
关键词
证据理论
信息融合
合成规则
冲突
evidence theory
information fusion
combination rule
conflict
