非完整移动机器人的有界分布群集控制

Thang Nguyen, H. La, V. Azimi, Thanh-Trung Han
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引用次数: 3

摘要

对多智能体系统的群集控制问题进行了大量的研究,其简化模型是用点质量元来表示的。同时,由于全动态模型的非完整动力学特性,给移动机器人的群集控制问题带来了一些挑战。考虑到实际约束条件,提出了一种基于有界反馈的非完整移动机器人分布式群集控制方法。移动机器人间的群集控制目标包括速度一致、避免碰撞和保持内聚。构造了一种基于相邻移动机器人信息的集群控制协议。利用类李雅普诺夫函数和图论进行了理论分析。仿真结果验证了所提出的分布式群集控制方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bounded distributed flocking control of nonholonomic mobile robots
There have been numerous studies on the problem of flocking control for multiagent systems whose simplified models are presented in terms of point-mass elements. Meanwhile, full dynamic models pose some challenging problems in addressing the flocking control problem of mobile robots due to their nonholonomic dynamic properties. Taking practical constraints into consideration, we propose a novel approach to distributed flocking control of nonholonomic mobile robots by bounded feedback. The flocking control objectives consist of velocity consensus, collision avoidance, and cohesion maintenance among mobile robots. A flocking control protocol that is based on the information of neighbor mobile robots is constructed. The theoretical analysis is conducted with the help of a Lyapunov-like function and graph theory. Simulation results are shown to demonstrate the efficacy of the proposed distributed flocking control scheme.
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