三轮移动机器人的精确避障运动:一种改进的曲率跟踪方法

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Xiangrong Wen, Yusheng Zhou
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引用次数: 0

摘要

本文针对具有两个驱动后轮和一个转向前轮的三轮移动机器人提出了一种精确的运动控制策略,从而能够很好地执行避障运动任务。首先,阐述了三轮移动机器人在非全局约束条件下的运动规律,以便于推导其动态模型。随后,通过横向速度为零的非全局约束,将规定的目标曲线转换为速度目标。然后,根据规定曲线的相对曲率,开发出与动态模型一致的修正动态跟踪目标。通过应用该动态跟踪目标,可适当选择偏航运动速度目标,从而提高路径跟踪精度,防止在相对曲率跟踪过程中速度误差累积。在此基础上,采用积分滑动模式控制和反馈线性化方法设计鲁棒控制器,使三轮移动机器人能够沿着给定路径精确运动。理论分析和仿真结果证实了所提出的轨迹跟踪控制策略在防止偏离目标方面的有效性,即使在速度误差很大的情况下也是如此。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Precise Obstacle Avoidance Movement for Three-Wheeled Mobile Robots: A Modified Curvature Tracking Method
This paper proposes a precise motion control strategy for a three-wheeled mobile robot with two driven rear wheels and one steered front wheel so that an obstacle avoidance motion task is able to be well implemented. Initially, the motion laws under nonholonomic constraints are expounded for the three-wheeled mobile robot in order to facilitate the derivation of its dynamic model. Subsequently, a prescribed target curve is converted into a speed target through the nonholonomic constraint of zero lateral speed. A modified dynamical tracking target that is aligned with the dynamic model is then developed based on the relative curvature of the prescribed curve. By applying this dynamical tracking target, path tracking precision is enhanced through appropriate selection of a yaw motion speed target, thus preventing speed errors from accumulating during relative curvature tracking. On this basis, integral sliding mode control and feedback linearization methods are adopted for designing robust controllers, enabling the accurate movement of the three-wheeled mobile robot along a given path. A theoretical analysis and simulation results corroborate the effectiveness of the proposed trajectory tracking control strategy in preventing off-target deviations, even with significant speed errors.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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