在网络攻击的情况下,四旋翼直升机的轨迹跟踪控制
1School of Automation, Hubei University of Science and Technology, Xianning, 437100, China.
ISA transactions
|October 9, 2023
概括
本研究介绍了一种安全的轨迹跟踪方法,用于面临无线网络攻击的四旋翼. 编码解码方法 (EDA) 增强了攻击检测并减少了错误,确保了更安全的无人机导航.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 控制系统 控制系统
- 网络安全 网络安全
背景情况:
- 四旋翼直升机在无线轨迹传输期间容易受到网络攻击.
- 未知但有限 (UBB) 噪声会影响系统性能和状态估计.
- 确保安全和准确的轨迹跟踪对于自动驾驶系统至关重要.
研究的目的:
- 在网络攻击和UBB噪音下调查四旋翼的安全轨迹跟踪.
- 开发一种编码解码方法 (EDA),以改进攻击检测.
- 设计一个区域位的未知输入观察者 (ZUIO) 进行强大的状态估计.
主要方法:
- 编码解码方法 (EDA) 被设计为单调和连续的功能.
- 开发了一个zonotopic未知输入观察器 (ZUIO) 来处理UBB噪音.
- 控制器和观察者的收益通过最小化zonotope P半径来优化.
主要成果:
- 该EDA显著提高了攻击检测率 (DR).
- EDA参数影响DR和跟踪错误.
- 尽管有UBB噪音,ZUIO有效地估计了直升机状态.
- 数字示例证实了EDA增加DR和降低错误报警率 (FAR) 的能力.
结论:
- 拟议的EDA增强了四旋翼机对轨迹攻击的安全性.
- 在存在UBB噪声时,ZUIO提供了可靠的状态估计.
- 优化EDA参数可以平衡攻击检测和跟踪性能.
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