Data-Driven Fault-Tolerant Bipartite Consensus Tracking for Multi-Agent Systems with a Non-Autonomous Leader

IF 19.2 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS Ieee-Caa Journal of Automatica Sinica Pub Date : 2025-01-21 DOI:10.1109/JAS.2024.124719
Yan Zhou;Guanghui Wen;Jialing Zhou;Tao Yang
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Abstract

Dear Editor, This letter studies the bipartite consensus tracking problem for heterogeneous multiagent systems with actuator faults and a leader's unknown time-varying control input. To handle such a problem, the continuous fault-tolerant control protocol via observer design is developed. In addition, it is strictly proved that the multiagent system driven by the designed controllers can still achieve bipartite consensus tracking after faults occur. The notable features are as follows: the proposed continuous observers don't need all agents to know the leader's information and permit all followers to be unaware of the spectral information of Laplacian matrix of the communication topology graph; the proposed continuous controllers neither include sign functions nor rely on system dynamics. Finally, simulations are used to validate the feasibility of the obtained results.
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具有非自治领导者的多智能体系统的数据驱动容错二部一致性跟踪
本文研究了具有执行器故障和领导者未知时变控制输入的异构多智能体系统的二部共识跟踪问题。为了解决这一问题,提出了基于观测器设计的连续容错控制协议。此外,严格证明了由所设计控制器驱动的多智能体系统在发生故障后仍能实现二部一致性跟踪。值得注意的特点是:所提出的连续观测器不需要所有agent知道领导者的信息,允许所有follower不知道通信拓扑图拉普拉斯矩阵的谱信息;所提出的连续控制器既不包含符号函数,也不依赖于系统动力学。最后,通过仿真验证了所得结果的可行性。
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来源期刊
Ieee-Caa Journal of Automatica Sinica
Ieee-Caa Journal of Automatica Sinica Engineering-Control and Systems Engineering
CiteScore
23.50
自引率
11.00%
发文量
880
期刊介绍: The IEEE/CAA Journal of Automatica Sinica is a reputable journal that publishes high-quality papers in English on original theoretical/experimental research and development in the field of automation. The journal covers a wide range of topics including automatic control, artificial intelligence and intelligent control, systems theory and engineering, pattern recognition and intelligent systems, automation engineering and applications, information processing and information systems, network-based automation, robotics, sensing and measurement, and navigation, guidance, and control. Additionally, the journal is abstracted/indexed in several prominent databases including SCIE (Science Citation Index Expanded), EI (Engineering Index), Inspec, Scopus, SCImago, DBLP, CNKI (China National Knowledge Infrastructure), CSCD (Chinese Science Citation Database), and IEEE Xplore.
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