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不确定非线性多智能体系统的全分布式自适应有限时间一致性

Fully Distributed Adaptive Finite-Time Consensus for Uncertain Nonlinear Multiagent Systems.

作者信息

Zhao Le, Liu Yungang, Li Fengzhong, Man Yongchao

出版信息

IEEE Trans Cybern. 2022 Jul;52(7):6972-6983. doi: 10.1109/TCYB.2020.3035752. Epub 2022 Jul 4.

Abstract

In this article, the adaptive finite-time consensus problem is discussed for uncertain nonlinear multiagent systems. In contrast with the correlative literature, the systems permit multiple uncertainties (not only in control coefficients but also in inherent nonlinearities), and typically the consensus protocol is pursued in a fully distributed fashion (independent from any global information of network topology). This essentially challenges the realization of the finite-time consensus. To overcome the challenge, a new continuous fully distributed protocol is proposed by combining adaptive techniques such that the finite-time consensus of the systems under investigation is achieved. Remarkably, a dynamic high gain, rather than multiple ones in the related literature, is adequate to resist two kinds of uncertainties and to guarantee the fully distributed fashion of the consensus protocol. Moreover, the adaptive finite-time consensus protocol is specified on the scenario of leader-following multiagent systems. Simulation results of three interaction topologies are acquired to illustrate the validity and the wider applicability of the proposed protocol.

摘要

本文讨论了不确定非线性多智能体系统的自适应有限时间一致性问题。与相关文献相比,该系统存在多种不确定性(不仅控制系数存在不确定性,固有非线性也存在不确定性),并且通常以完全分布式方式(独立于网络拓扑的任何全局信息)来实现一致性协议。这对有限时间一致性的实现提出了本质挑战。为克服这一挑战,通过结合自适应技术提出了一种新的连续完全分布式协议,从而实现了所研究系统的有限时间一致性。值得注意的是,一个动态高增益,而非相关文献中的多个高增益,就足以抵御两种不确定性并保证一致性协议的完全分布式方式。此外,在领导者-跟随者多智能体系统的场景下给出了自适应有限时间一致性协议。获得了三种交互拓扑的仿真结果,以说明所提协议的有效性和更广泛的适用性。

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