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| 基于交并集加权的证据组合方法及其应用 | |
| 引用本文： | 徐琰珂,梁晓庚,贾晓洪.基于交并集加权的证据组合方法及其应用[J].西北工业大学学报,2011,29(6). |
| 作者姓名： | 徐琰珂 梁晓庚 贾晓洪 |
| 作者单位： | 1. 西北工业大学自动化学院,陕西西安,710072 2. 西北工业大学自动化学院,陕西西安710072;中国空空导弹研究院,河南洛阳471009 3. 中国空空导弹研究院,河南洛阳,471009 |
| 摘 要： | 针对D-S证据组合规则在证据高度冲突时会导致错误结论这一问题,结合自动目标识别系统的实际需求,提出了一种新的证据组合规则.该方法首先将交集组合规则和并集组合规则进行适当加权,然后根据组合后的证据中各单元素命题的相对可信任度,将多元素命题的基本概率指派函数(mass函数)按比例分配给它的单元素子集,从而确保目标识别系统能够在单元素命题间进行决策.仿真结果表明,该方法能够有效地解决证据高度冲突情况下的目标识别问题. |
| 关 键 词： | 证据理论 信息融合 目标识别 冲突 |
A New and Efficient Evidence Combination Method Based on Conjunctive Set and Disjunctive Set Weighting and Its Application |
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| Xu Yanke , Liang Xiaogeng , Jia Xiaohong.A New and Efficient Evidence Combination Method Based on Conjunctive Set and Disjunctive Set Weighting and Its Application[J].Journal of Northwestern Polytechnical University,2011,29(6). | |
| Authors: | Xu Yanke Liang Xiaogeng Jia Xiaohong |
| Abstract: | Aim.The introduction of the full paper reviews a number of papers in the open literature and then proposes what we believe to be a new and efficient method,which is explained in sections 1,2 and 3.Their core consists of:(1) we point out that when the Dempster-Shafer(D-S) evidence combination rule is applied to conflicting evidences,the evidences combined may be abnormal;(2) we formulate the new evidence combination rule by weighting the conjunctive combination rule and the disjunctive combination rule appro... |
| Keywords: | analysis control decision making efficiency experiments functions information technology targets identification(control systems) simulation set theory conflict evidence theory evidence combination rule |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |