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基于反步法的多移动机器人聚集

Flocking of multiple mobile robots based on backstepping.

作者信息

Dong Wenjie

机构信息

Department of Electrical Engineering, University of Texas-Pan American, Edinburg, TX 78539, USA.

出版信息

IEEE Trans Syst Man Cybern B Cybern. 2011 Apr;41(2):414-24. doi: 10.1109/TSMCB.2010.2056917. Epub 2010 Aug 12.

Abstract

This paper considers the flocking of multiple nonholonomic wheeled mobile robots. Distributed controllers are proposed with the aid of backstepping techniques, results from graph theory, and singular perturbation theory. The proposed controllers can make the states of a group of robots converge to a desired geometric pattern whose centroid moves along a desired trajectory under the condition that the desired trajectory is available to a portion of the group of robots. Since communication delay is inevitable in distributed control, its effect on the performance of the closed-loop systems is analyzed. It is shown that the proposed controllers work well if communication delays are constant. To show effectiveness of the proposed controllers, simulation results are included.

摘要

本文研究多个非完整轮式移动机器人的群聚问题。借助反步法技术、图论结果和奇异摄动理论提出了分布式控制器。所提出的控制器能够使一组机器人的状态收敛到期望的几何模式,在期望轨迹对该组机器人中的一部分可用的条件下,其质心沿期望轨迹移动。由于分布式控制中通信延迟不可避免,因此分析了其对闭环系统性能的影响。结果表明,当通信延迟为常数时,所提出的控制器能有效工作。为了证明所提控制器的有效性,给出了仿真结果。

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