欠驱动多机器人捕获快速逃兵的占领点规划与跟踪控制

IF 4.6 2区 计算机科学 Q2 ROBOTICS
Haiyan Zhao;Rongxin Cui;Weisheng Yan
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引用次数: 0

摘要

这封信提出了一种合作机制,利用具有正捕获半径的多机器人系统,在有障碍物的二维空间中捕获快速逃避者。首先,用速比和捕获半径参数化笛卡尔椭圆定义优势区域,推导出成功捕获所需的最小追捕者数量;其次,我们制定了明确的策略来构建防御流形和占领点的覆盖映射规则,以确保追踪者保持并缩小可防御区域,直到逃避者被捕获。最后,我们设计了一个用二阶非线性欠驱动动力学描述的跟踪器状态反馈控制律,使跟踪器在有限时间内跟踪占领点,同时避免碰撞和暴露。该方法同样适用于具有高速和低速跟踪器的异构场景。地面移动机器人的仿真和实验验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Occupation Point Planning and Tracking Control of an Underactuated Multi-Robot System to Capture a Fast Evader
This letter presents a cooperative mechanism for capturing a fast evader in a 2D space with obstacles, using a multi-robot system with a positive capture radius. First, we define the dominance region with a Cartesian oval, parameterized by the speed ratio and capture radius, and derive the minimum number of pursuers required for successful capture. Second, we develop explicit strategies to construct a defense manifold and a coverage mapping rule for occupation points, ensuring that pursuers maintain and shrink the defensible area until the evader is captured. Finally, we design a state-feedback control law for the pursuers described by second-order nonlinear underactuated dynamics, enabling finite-time tracking of occupation points while avoiding collisions and exposure. The proposed method is also applicable to heterogeneous scenarios with both high- and low-speed pursuers. Simulations and experiments with ground mobile robots validate the effectiveness of our approach.
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来源期刊
IEEE Robotics and Automation Letters
IEEE Robotics and Automation Letters Computer Science-Computer Science Applications
CiteScore
9.60
自引率
15.40%
发文量
1428
期刊介绍: The scope of this journal is to publish peer-reviewed articles that provide a timely and concise account of innovative research ideas and application results, reporting significant theoretical findings and application case studies in areas of robotics and automation.
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