Full-order observer-based output regulation for linear heterogeneous multi-agent systems under switching topology

Yuliang Cai, Qiang He, Jie Duan, Zhiyun Gao
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引用次数: 58

Abstract

This study addressed the output regulation issue of linear heterogeneous multi-agent systems under switching topology. All agents excluding the external system are divided into two groups with measurable agents or unmeasurable agents. The agents’ states in the first group can be available for measurement while the agents’ states in the second group are unmeasurable. For the second group, a full-order Luenberger observer is devised to recover these agents’ states. Moreover, there are some agents that can not receive the information from the exosystem directly, thus, a dynamic compensator is constructed for these agents. Based on the proposed observer and compensator, a hybrid feedback control strategy is put forward to settle the output regulation issue. Furthermore, the information interaction among agents is expressed by the switching topology, and the topology is assumed to be jointly connected. Finally, two numerical examples are given to illustrate the feasibility of the theoretical results. The results show that whether the states are measurable or not, the proposed control strategy can address the output regulation issue of linear heterogeneous MASs under switching topology. Moreover, the comparative experiment indicates that our method obtains superior performance in terms of convergence speed, and is more efficient in dealing with practical problems.
切换拓扑下线性异构多智能体系统的全阶观测器输出调节
研究了切换拓扑下线性异构多智能体系统的输出调节问题。将除外部系统外的所有主体分为可测量主体和不可测量主体两组。第一组agent的状态是可测量的,第二组agent的状态是不可测量的。对于第二组,设计了一个全阶Luenberger观测器来恢复这些agent的状态。此外,由于存在一些agent不能直接接收外部系统的信息,因此,对这些agent构建了动态补偿器。基于所提出的观测器和补偿器,提出了一种混合反馈控制策略来解决输出调节问题。此外,agent之间的信息交互用交换拓扑表示,并假设拓扑是联合连接的。最后,给出了两个数值算例来说明理论结果的可行性。结果表明,无论状态是否可测,所提出的控制策略都能解决开关拓扑下线性非均匀质量的输出调节问题。对比实验表明,该方法在收敛速度上具有较好的性能,在处理实际问题时更为有效。
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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