含饱和约束的多智能体系统的均方二部一致性

Yujia Huang, Shiguo Peng, Yang Liu
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引用次数: 0

摘要

为了避免在实际应用中由于通信限制导致的执行器饱和,本文基于饱和特性约束的脉冲控制策略,研究了一类具有随机不确定性和随机非线性的先导-跟随多智能体系统的均方二部一致性。利用李雅普诺夫稳定性理论、凸包理论和代数图理论,给出了多智能体系统达到均方二部一致的充分条件。最后,通过数值仿真验证了算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mean-Square Bipartite Consensus of Multi-agent Systems with Saturation Constraint via Impulsive Control
To avoid the actuator saturation caused by communication limitation in practical applications, based on the impulsive control strategy constrained by saturation characteristics, in this paper, we study the mean-square bipartite consensus for a class of leader-following multi-agent systems with randomly occurring uncertainties and randomly occurring nonlinearities. By using the Lyapunov stability theory, convex hull theory and algebraic graph theory, some sufficiency conditions for multi-agent systems to achieve mean-square bipartite consensus are given. Finally, a numerical simulation is provided to verify the effectiveness results.
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