在复杂的电磁环境中,UAV数据链接的动态对抗游戏模型
1School of Automation, Northwestern Polytechnical University, Xi'an, 710072, China. angelgao@nwpu.edu.cn.
Scientific reports
|October 7, 2025
概括
这项研究开发了一个动态游戏模型,用于在复杂的战场电磁环境中的无人机 (UAV) 数据链接. 该模型优化了对抗策略,提高了数据链路的弹性和性能.
科学领域:
- 航空航天工程 航空航天工程
- 游戏理论 游戏理论
- 信息安全 信息安全
背景情况:
- 战场电磁环境对无人机 (UAV) 数据链路构成重大挑战.
- 有效的对抗策略对于保持数据链的完整性和运营能力至关重要.
研究的目的:
- 在复杂的电磁环境中开发UAV数据链接的最佳对抗策略.
- 使用非合作游戏理论构建UAV数据链接的动态对抗游戏模型.
主要方法:
- 对无人机数据链接的对抗游戏过程的分析.
- 动态对抗游戏算法的设计.
- 构建对抗游戏矩阵并应用平衡方法来找到纳什平衡的解决方案.
主要成果:
- 为无人机数据链接开发一个最佳的对抗游戏模型.
- 通过模拟结果验证模型的有效性.
- 建立一个增强数据链接游戏对抗能力的基础.
结论:
- 拟议的动态游戏模型有效地确定了无人机数据链接的最佳对抗策略.
- 该模型在复杂的电磁环境中提高了数据链路性能.
- 这项研究有助于提高无人机通信系统的弹性和有效性.
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