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多智能体系统中的二阶一致性:基于分布式滑模控制方法。

Second-Order Consensus in Multiagent Systems via Distributed Sliding Mode Control.

出版信息

IEEE Trans Cybern. 2017 Aug;47(8):1872-1881. doi: 10.1109/TCYB.2016.2623901. Epub 2016 Nov 22.

Abstract

In this paper, the new decoupled distributed sliding-mode control (DSMC) is first proposed for second-order consensus in multiagent systems, which finally solves the fundamental unknown problem for sliding-mode control (SMC) design of coupled networked systems. A distributed full-order sliding-mode surface is designed based on the homogeneity with dilation for reaching second-order consensus in multiagent systems, under which the sliding-mode states are decoupled. Then, the SMC is applied to the decoupled sliding-mode states to reach their origin in finite time, which is the sliding-mode surface. The states of agents can first reach the designed sliding-mode surface in finite time and then move to the second-order consensus state along the surface in finite time as well. The DSMC designed in this paper can eliminate the influence of singularity problems and weaken the influence of chattering, which is still very difficult in the SMC systems. In addition, DSMC proposes a general decoupling framework for designing SMC in networked multiagent systems. Simulations are presented to verify the theoretical results in this paper.

摘要

本文首次提出了新的解耦分布滑模控制(DSMC)方法,用于多智能体系统的二阶一致性,最终解决了耦合网络系统滑模控制(SMC)设计的基本未知问题。基于齐次性和扩张设计了分布式全阶滑模面,以实现多智能体系统的二阶一致性,其中滑模状态是解耦的。然后,SMC 被应用于解耦的滑模状态,以使它们在有限时间内达到原点,这就是滑模面。智能体的状态可以首先在有限时间内达到设计的滑模面,然后沿着表面在有限时间内移动到二阶一致性状态。本文设计的 DSMC 可以消除奇点问题的影响,并削弱抖振的影响,这在 SMC 系统中仍然非常困难。此外,DSMC 为网络多智能体系统的 SMC 设计提出了一个通用的解耦框架。仿真结果验证了本文的理论结果。

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