不连续多智能体系统的饱和自适应固定控制与一致性

Jiafeng Wang, Dong Ding, Jiancheng Zhang, Ze Tang
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引用次数: 0

摘要

本文利用分布式自适应控制方法研究了一类非线性不连续动态多智能体系统的一致性问题。通过采用饱和策略,将控制信号限制在合理的范围内,以模拟实际应用。然后利用高斯误差函数和微分中值定理来模拟饱和效应。通过设计自适应更新律,最终获得合适的控制增益。根据Filippov微分包含和测度选择定理以及Lyapunov稳定性定理,导出了多智能体系统达到一致性的充分条件。最后,通过数值模拟验证了结论的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Saturated Adaptive Pinning Control and Consensus of Discontinuous Multi-Agent Systems
This paper studies the consensus problem for a kind of multi-agent systems with nonlinear and discontinuous dynamics through distributed adaptive control. By applying saturation strategy, the control signal is limited into a reasonable range in order to simulate the practical applications. Then utilize the Gaussian error function and the differential mean value theorem to simulate the saturation effect. By designing the adaptive updating law, appropriate control gain is finally obtained. According to Filippov differential inclusion and measure selection theorem as well as Lyapunov stability theorem, sufficient conditions for achieving the consensus of multi-agent systems are derived. Ultimately, the validity of our conclusion is verified by establishing a numerical simulation.
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