考虑技战术信息融合的低空目标敌我识别方法OA
Method for Low-Altitude Targets Identification of Friend or Foe Considering Fusion of Technical and Tactical Information
针对敌我识别(IFF)可靠性不足,且现有方法难以适配高冲突低空战场环境等问题,构建多维证据修正与融合框架并提出一种战场空域控制体系下的低空目标敌我识别方法.首先,通过模糊推理处理战术信息,利用综合冲突系数与收缩—膨胀函数修正证据,利用D-S(Dempster-Shafer)组合规则得到战术识别结果;其次,将技术手段获取的数据转换为直觉模糊数,分别通过AIFS交叉熵与皮尔逊相关系数确定识别手段与探测周期权重;最后,运用证据折扣法修正各周期各手段证据,通过D-S组合规则获取多周期识别结果.实例计算与对比分析表明,所提方法能够有效解决复杂战场环境下敌我属性误判问题.
To address insufficient reliability of identification of friend or foe(IFF),as well as existing methods'poor adaptability to high-conflict low-altitude battlefield environments,an IFF method for low-altitude targets under the battlefield airspace control system via a multi-dimensional evidence cor-rection and fusion framework is proposed.Initially,tactical information is processed via fuzzy reason-ing and evidence is modified by using the comprehensive conflict coefficient and contraction-expan-sion function to derive tactical identification results using the Dempster-Shafer(D-S)combination rule.Subsequently,technical data is converted into intuitionistic fuzzy numbers.Identification means and detection cycle weights are respectively determined by using AIFS cross-entropy and Pearson correla-tion coefficient.Ultimately,evidences of each means per cycle are optimized via the evidence discount method,with multi-cycle fused results derived using the D-S combination rule.Case studies and com-parisons demonstrate the proposed method effectively resolves the problem of friend-or-foe attribute misjudgment in complex battlefield environments.
牛晓伟;沈堤;余付平;郭艺夺;何兴宇
空军工程大学 空管领航学院,陕西 西安 710038空军工程大学 空管领航学院,陕西 西安 710038空军工程大学 空管领航学院,陕西 西安 710038空军工程大学 防空反导学院,陕西 西安 710038空军工程大学 空管领航学院,陕西 西安 710038
信息技术与安全科学
敌我识别低空目标D-S证据理论模糊推理直觉模糊集证据折扣法
identification of friend or foelow-altitude targetsDempster-Shafer evidence theoryfuzzy reasoningintuitionistic fuzzy setsevidence discount method
《信息工程大学学报》 2026 (1)
10-18,9
国家社会科学基金军事学重点项目(2024-SKJJ-B-035)陕西省自然科学基础研究计划(2024JC-YBMS-466)
评论