轮式移动机器人轨迹跟踪控制算法分析

Najva Hassan, Abdulrahman Saleem
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引用次数: 1

摘要

轨迹跟踪是机器人自主导航的关键组成部分。轨迹跟踪控制算法有效地控制机器人跟踪轨迹规划模块所预定的目标轨迹。由于控制器的性能会根据不同的场景而发生显著变化,因此选择合适的控制器是一项非常重要的任务。本文对非完整移动机器人的轨迹跟踪控制器进行了仿真研究。在两轮差动驱动移动机器人上对所有控制算法进行了仿真和比较。在MATLAB/SIMULINK 2020a上实现了控制算法,并通过跟踪圆形轨迹作为参考轨迹来评估控制算法的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Trajectory Tracking Control Algorithms for Wheeled Mobile Robots
Trajectory tracking is a key component of autonomous robot navigation. Trajectory tracking control algorithms control the robots effectively to track the desired trajectory that is predetermined by the trajectory planning module. Since the control performance changes significantly depending on the scenarios, choosing an appropriate controller is a nontrivial task. A simulation study of trajectory tracking controllers for non-holonomic mobile robots is presented in this work. All the control algorithms are simulated and compared on a two wheeled differential drive mobile robot. The control algorithms are implemented on MATLAB/SIMULINK 2020a and the performance of control algorithms is evaluated by tracking circular trajectory as the reference trajectory.
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