火力与指挥控制2024,Vol.49Issue(2) :95-101,107.DOI:10.3969/j.issn.1002-0640.2024.02.014

模糊积分决策级融合的空地协同目标识别研究

Research on Air-to-Ground Cooperative Target Recognition Based on Fuzzy Integral Decision Level Fusion

郭宇强 陶思源 郭俊文 卢志刚 李志伟
火力与指挥控制2024,Vol.49Issue(2) :95-101,107.DOI:10.3969/j.issn.1002-0640.2024.02.014

模糊积分决策级融合的空地协同目标识别研究

Research on Air-to-Ground Cooperative Target Recognition Based on Fuzzy Integral Decision Level Fusion

郭宇强 1陶思源 2郭俊文 1卢志刚 1李志伟1
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作者信息

  • 1. 北方自动控制技术研究所,太原 030006;智能信息控制技术山西省重点实验室,太原 030006
  • 2. 中国航天空气动力技术研究院,北京 100074
  • 折叠

摘要

针对单独使用无人机或无人车对目标区域侦察识别效率低、虚警率高等局限性问题,分析了多种决策级信息融合的方法,提出了基于模糊积分改进的决策级空地信息融合目标识别方法,将空地协同探测的目标类型、位置、威胁度、毁伤程度等信息进行融合识别并输出.仿真结果表明,该算法有效完善了目标信息,提高了目标特征信息识别准确性,降低了虚警率.

Abstract

Aiming at the problems of low efficiency and high false alarm rate when UAV or unmanned vehicle is used alone to detect and identify target areas,several methods of information fusion at decision level are analyzed,an improved decision-level air-to-ground information fusion target recognition method based on fuzzy integral is proposed.The target type,location,threat degree,damage degree and other information of air-ground cooperative detection are fused to identify and output.The simulation results show that the algorithm effectively improves the target information,improves the accuracy of target characteristic information recognition,and reduces the false alarm rate.

关键词

空地协同/决策级融合/模糊积分/信息融合/融合识别

Key words

air-ground cooperative/decisionlevelfusion/fuzzy integration/information fusion/fusion recognition

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出版年

2024
火力与指挥控制
火力与指挥控制研究会,火力与指挥控制专业情报网

火力与指挥控制

CSTPCD北大核心
影响因子:0.312
ISSN:1002-0640
参考文献量12
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