具有半马尔可夫跳跃参数的领导-随从多智能体系统的自适应事件触发和双量化一致性

Cheng Gong, Guopu Zhu, P. Shi
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引用次数: 21

摘要

在实际应用中,许多动态系统可以用具有不同工作模式的多智能体系统(MASs)来建模。研究了具有半马尔可夫跳跃参数的leader-follower质量的一致性问题。首先,为了节省MASs的带宽资源,引入自适应事件触发通信和双量化来设计共识协议,其中事件触发阈值是动态调整的,而不是恒定的,并且不仅对从代理到共识控制器的数据进行量化,而且对从控制器到代理的数据进行量化。其次,建立了自适应事件触发条件下一致性误差系统稳定性的充分条件,并利用矩阵不等式方法建立了一致性控制器。最后,通过一个算例验证了所提出的共识控制器的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive Event-Triggered and Double-Quantized Consensus of Leader–Follower Multiagent Systems With Semi-Markovian Jump Parameters
In practice, many dynamical systems can be modeled by multiagent systems (MASs) with different operating modes. The consensus problem of leader–follower MASs with semi-Markovian jump parameters is investigated in this article. First, to save the bandwidth resources of the MASs, adaptive event-triggered communication and double quantization are introduced to design the consensus protocol, in which the event-triggered threshold is dynamically adjusted instead of being a constant, and not only the data from the agents to the consensus controller but also that from the controller to the agents, are both quantized. Next, a sufficient condition is established to ensure the stability of the consensus error system under the adaptive event-triggered condition, and then the consensus controller is developed by matrix inequality approach. Finally, a numeral example is given to demonstrate the effectiveness of the developed consensus controller.
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来源期刊
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审稿时长
6.0 months
期刊介绍: The scope of the IEEE Transactions on Systems, Man, and Cybernetics: Systems includes the fields of systems engineering. It includes issue formulation, analysis and modeling, decision making, and issue interpretation for any of the systems engineering lifecycle phases associated with the definition, development, and deployment of large systems. In addition, it includes systems management, systems engineering processes, and a variety of systems engineering methods such as optimization, modeling and simulation.
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