对于具有非自主领导者和敌对追随者的通用线性多代理系统,具有弹性时间变化的形成跟踪控制
IEEE transactions on cybernetics
|July 11, 2024
概括
本研究介绍了面临领导控制不可用性和恶意节点攻击的多代理系统的弹性形成跟踪方案. 良性特工可以追踪领导者的领导者.
科学领域:
- 控制系统工程 控制系统工程
- 网络化多代理系统 网络化多代理系统
- 网络物理系统安全 网络物理系统安全
背景情况:
- 解决线性多剂体系统的弹性形成跟踪问题.
- 考虑不可用的领导控制输入和恶意追随者攻击的挑战.
- 专注于使善良的追随者能够保持领导者轨迹的跟踪,尽管他们有敌对的行为.
研究的目的:
- 提出一个弹性方案,用于在敌对代理人和领导控制不可用的情况下跟踪组成.
- 开发一个有效的攻击检测和隔离战略.
- 设计一个强大的形成跟踪协议,以节点损失由攻击隔离引起的设计.
主要方法:
- 一种使用双跳通信信息识别敌对邻居的攻击检测和隔离策略.
- 一个形成跟踪协议,旨在独立于全球知识,适应节点损失.
- 使用冲动式Lyapunov函数进行合分析,以验证跟踪协议的性能.
主要成果:
- 通过使用双跳通信策略成功识别和隔离恶意追随者.
- 证明了拟议的跟踪协议的融合,尽管由于攻击导致节点损失.
- 通过两个模拟示例验证弹性方案的有效性.
结论:
- 拟议的弹性方案有效地使良性追随者能够实现时间变化的形成跟踪.
- 集成的攻击检测,隔离和强大的跟踪协议解决了多代理系统中的关键漏洞.
- 该方法提供了一种可行的解决方案,用于在对抗条件和部分信息下保持系统性能.
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