A belief-rule-based inference method for carrier battle group recognition

Lianmeng Jiao, Quan Pan, Xiaoxue Feng, Feng Yang

科研成果: 书/报告/会议事项章节会议稿件同行评审

4 引用 (Scopus)

摘要

This paper proposes a method for carrier battle group recognition with over-the-horizon radar outputs. A newly developed belief-rule-based inference method is employed to deal with uncertainties in both radar outputs and domain knowledge. The recognition belief-rule base is constructed considering the constraints among sub-targets in the carrier battle group and subsequently the inference according to such hierarchical belief-rule base is implemented. Moreover, the parameters training method is designed to update the belief-rule base through accumulated historical data. The simulation results show that the belief-rule-based inference method is effective to address the uncertainties in carrier battle group recognition, and the method performs much better after parameters training.

源语言英语
主期刊名Proceedings of 2013 Chinese Intelligent Automation Conference
主期刊副标题Intelligent Automation
261-271
页数11
DOI
出版状态已出版 - 2013
活动2013 Chinese Intelligent Automation Conference, CIAC 2013 - Yangzhou, Jiangsu, 中国
期限: 23 8月 201325 8月 2013

出版系列

姓名Lecture Notes in Electrical Engineering
254 LNEE
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议2013 Chinese Intelligent Automation Conference, CIAC 2013
国家/地区中国
Yangzhou, Jiangsu
时期23/08/1325/08/13

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