多代理系统的基于性能的分布式控制:双相方法
IEEE transactions on cybernetics
|October 11, 2023
概括
本研究涉及不确定非线性系统的分布式跟踪控制,具有未知的时间变化的增益. 一种新的双相方法确保了网络系统的性能保证和可靠的跟踪.
科学领域:
- 控制系统工程 控制系统工程
- 网络系统理论 网络系统理论
- 非线性动力学是一种非线性动力学.
背景情况:
- 网络系统由于不确定性和相互连接而带来挑战.
- 分布式控制需要针对不确定的参数和拓学的强有力的策略.
- 具有未知增益的严格反系统需要先进的自适应控制技术.
研究的目的:
- 为不确定的非线性严格反系统开发分布式跟踪控制策略.
- 处理未知的时间变化的增益和定向交互拓.
- 为了保证网络系统的规定的性能和稳定性.
主要方法:
- 一种双相方法,结合了强大的过和自适应控制.
- 用于轨迹估计的分布式强大的过器的构建.
- 使用后退和一个新的Nussbaum函数定理的自适应控制协议的开发.
主要成果:
- 拟议的方法实现了与规定的短暂响应的非对称输出跟踪.
- 未知控制收益,时间变化和状态依赖,得到有效管理.
- 追踪错误汇聚到一个预先分配的剩余集,具有预定义的速率.
- 所有内部信号都是半全球最终均边界 (SGUUB).
结论:
- 共同设计的方案有效地解决了复杂的网络系统的分布式跟踪控制问题.
- 这种方法提高了稳定性,并扩展了适用于未知,时间变化的增益系统的应用.
- 结果通过说明性示例证明了有效性.
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