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The HoneyComb Paradigm for Research on Collective Human Behavior
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有限时间混合动力冲动形成跟踪控制多代理系统通过无周期间歇性通信的跟踪控制
1Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
ISA transactions
|September 19, 2024
概括
本研究开发了面临非线性和间歇性通信的多代理系统的有限时间形成跟踪控制. 新方法确保稳定性,尽管通信延迟和破坏性冲动,通过模拟验证.
科学领域:
- 控制系统工程 控制系统工程
- 机器人技术 机器人技术 机器人技术
- 网络化系统 网络化系统
背景情况:
- 多代理系统需要强大的集成跟踪控制,用于协调任务.
- 挑战包括强烈的非线性,非周期性间歇性通信和时间延迟.
- 冲动控制框架提供了一种在这些条件下管理系统动态的方法.
研究的目的:
- 为多代理系统开发有限时间形成跟踪控制策略.
- 为了解决强烈的非线性,非周期性间歇性通信和时间延迟效应.
- 提出混合冲动控制框架,以提高稳定性和控制.
主要方法:
- 基于Lyapunov稳定理论,图形理论和线性矩阵不等式 (LMI) 方法的整合.
- 开发用于有限时间间歇性形成跟踪的新稳定性标准.
- 管理无限数量的冲动时刻和依赖于状态的控制宽度调整.
主要成果:
- 建立了新的稳定性标准,确保有限时间间歇性形成跟踪.
- 成功地解决了弱的Lyapunov不平等条件,间歇性通信速率和随时间变化的增强强度.
- 根据平均冲动间隔和状态依赖因素证明了控制域宽度调整.
结论:
- 拟议的形成跟踪控制协议是有效的,可以在复杂的场景中应用.
- 混合动力冲动框架在具有挑战性的条件下提供了强大的控制.
- 数字模拟验证了控制策略的理论发现和实际实用性.
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