IEEE Trans Cybern. 2019 Dec;49(12):4335-4345. doi: 10.1109/TCYB.2018.2863664. Epub 2018 Sep 10.
In this paper, the consensus control problem is investigated for a class of discrete-time networked multiagent systems (MASs) with the coding-decoding communication protocol (CDCP). Under a directed communication topology, an observer-based control scheme is proposed for each agent by utilizing the relative measurement outputs between the agent itself and its neighboring ones. The signal delivery is in a digital manner, which means that only the sequence of finite coded signals is sent from the observer to the controller. To be specific, the observed data is encoded to certain codewords by a designed coder via the CDCP, and the received codewords are then decoded by the corresponding decoder at the controller side. The purpose of the addressed problem is to design an observer-based controller such that the close-loop MAS achieves the expected consensus performance. First, with the help of the input-to-state stability theory, a theoretical framework for the detectability is established for analyzing and designing the CDCP. Then, under such a communication protocol, some sufficient conditions for the existence of the proposed observer-based controller are derived to guarantee the asymptotic consensus of the MASs. In addition, the controller parameter is explicitly determined in terms of the solution to certain matrix inequalities associated with the information of the communication topology. Finally, a simulation example is given to demonstrate the effectiveness of the developed control strategy.
在本文中,研究了一类具有编码-解码通信协议(CDCP)的离散时间网络多智能体系统(MASs)的共识控制问题。在有向通信拓扑下,通过利用智能体自身与其邻居之间的相对测量输出,为每个智能体提出了一种基于观测器的控制方案。信号传输采用数字方式,这意味着仅从观测器向控制器发送有限编码信号的序列。具体来说,通过 CDCP,观测数据由设计的编码器编码为某些码字,然后在控制器端由相应的解码器进行解码。所解决的问题旨在设计基于观测器的控制器,以使闭环 MAS 实现预期的共识性能。首先,借助输入到状态稳定性理论,为分析和设计 CDCP 建立了可检测性的理论框架。然后,在这种通信协议下,导出了存在所提出的基于观测器的控制器的一些充分条件,以保证 MASs 的渐近共识。此外,控制器参数显式地由与通信拓扑信息相关的某些矩阵不等式的解确定。最后,给出了一个仿真示例,以验证所开发控制策略的有效性。