避免碰撞的多个非全局移动机器人系统的自适应区域跟踪控制

Xiaohong Zhang, Jinwei Yu
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摘要

本文关注的是具有防碰撞功能的多非全局移动机器人系统的区域跟踪控制问题。所提方案的独特之处在于,选择一类势能函数来形成约束机器人聚集的理想目标区域,并选择一些局部势能函数来保持机器人之间的碰撞避免。这样,每个移动机器人只需与邻近的机器人进行交互,就能实现区域跟踪控制任务。此外,本文还为轮式移动机器人网络的区域跟踪控制提供了一个新的分析框架,其中系统分解和滑模控制方法的集成使受控移动机器人系统的非整体约束问题转化为整体约束问题。这为解决移动机器人控制问题提供了一种新方法。理论分析和数值模拟结果验证了所提控制方案的有效性。
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Adaptive region tracking control for multiple nonholonomic mobile robot systems subject to collision avoidance
The paper is concerned with the region tracking control problem of multiple nonholonomic mobile robot systems with collision avoidance. The peculiar characteristic of the proposed scheme is that a class of potential energy functions is chosen to form the desired target region constraining the robots for aggregation, and some local potential energy functions are selected to maintain collision avoidance among robots. Such that each mobile robot only needs to interact with their neighbors to realize the region tracking control task. Moreover, this paper provides a new analytical framework of region tracking control for a network of wheeled mobile robots, in which the integration of the system decomposition and sliding mode control method enables to convert the nonholonomic constraint problem of the controlled mobile robot system into a holonomic constraint problem. This provides a new approach to solving the mobile robot control problem. Theoretical analysis and numerical simulation results are given to validate the effectiveness of the proposed control scheme.
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