Model Free Adaptive Tracking Control of Multi-cascade Connection Systems with Switching Topology

Zhipeng Zhang, Shuangshuang Xiong, Zhongsheng Hou
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Abstract

A multi-cascade connection systems which consists of several subchains, and each subchain has a cascade connection between different subsystems is considered in this note. Multi-cascade connection systems can be converted as multiagent systems (MAS) where each subchain is viewed as an agent and the connection between subchains can be seen as a topology structure between agents. The model-free adaptive control (MFAC) approach is applied to track control of multi-cascade connection systems with switching topology in this note. Merely the I/O information of neighboring subchains as well as a target signal are employed in presented control method to meet output tracking with market demand. The convergence is proved by rigorous demonstration based on the algebraic theory and matrix theory. To demonstrate the acquired results, a numerical simulation is provided.
具有切换拓扑的多级联系统无模型自适应跟踪控制
本文考虑了由若干个子链组成的多级联连接系统,每个子链在不同的子系统之间都有一个级联连接。多级联连接系统可以转换为多代理系统(MAS),其中每个子链都被视为一个代理,子链之间的连接可以被视为代理之间的拓扑结构。本文将无模型自适应控制(MFAC)方法应用于具有交换拓扑结构的多级联连接系统的跟踪控制。该控制方法仅利用相邻子链的I/O信息和目标信号来满足市场需求的输出跟踪。在代数理论和矩阵理论的基础上,通过严密的论证证明了该算法的收敛性。为了验证所获得的结果,给出了数值模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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