基于光流传感器的全向轮式机器人空间轨迹跟踪控制

Jwusheng Hu, Jung-Hung Cheng, Yung-Jung Chang
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引用次数: 6

摘要

提出了一种全向轮式移动机器人的控制方法。在机器人的底盘上安装了两个光流传感器,以获取相对于世界坐标的运动信息。由于车轮滑移,从车轮速度到机器人速度的运动学关系不再成立。提出了一种极值搜索算法,用于处理机器人在沿预定轨迹运动时的未知摩擦。在此基础上,提出了一种空间跟踪算法,对速度指令进行修改,以获得更好的轨迹跟踪性能。最后,提出了一种基于光流传感器测量的简单避障算法。在不同路面的驾驶条件下进行了实验,验证了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatial Trajectory Tracking Control of Omni-directional Wheeled Robot Using Optical Flow Sensors
This study presents a method of controlling a mobile robot of omni-directional wheels. Two optical flow sensors are installed on the chassis of the robot to obtain motion information relative to the world coordinate. Due to wheel slip, the kinematic relation from the wheel speed to the robot speed no longer holds. An extremum seeking algorithm is proposed to cope with the unknown friction when the robot tries to follow a prescribed trajectory. Further, a spatial tracking algorithm is proposed to modify the velocity commands to achieve a better performance in trajectory following. Lastly, a simple obstacle avoidance algorithm is also proposed based on the optical flow sensor measurement. Experiments are conducted for various driving conditions including different road surfaces to show the effectiveness of the proposed methods.
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