基于逆运动学和里程计的全轮式移动机器人研制

A. Sofwan, Hafidz Rizqi Mulyana, H. Afrisal, Abdul Goni
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引用次数: 10

摘要

本文介绍了一种基于逆运动学和里程计的全轮式移动机器人的开发,用于局部和室内导航,如工业或医疗环境中的自动仓储。机器人采用四轮对角配置,使方向角符合$\pmb{\alpha_{1}=45^{\mathrm{o}}, \alpha_{2}=135^{\mathrm{o}}}, \alpha_{3}=225^{\mathrm{o}} $, $\pmb{\alpha_{4}=315^{\mathrm{o}}}$,利用逆运动学将机器人驱动到具有特定轨迹和航向角的点。内部轮式编码器安装在每个直流电机是用来读取角速度和位置。本研究利用里程计技术来估计机器人相对于初始位置的位置。为了得到更精确的里程计结果,我们将轮式编码器和IMU结合使用。为了保持机器人相对于期望位置的位置,在算法中应用了PID控制。试验结果表明,所研制的全轮式移动机器人能够在相对于参考轨迹误差最小的情况下,沿受控轨迹运动到期望位置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of Omni-Wheeled Mobile Robot Based-on Inverse Kinematics and Odometry
This paper presents the development of an omni-wheeled mobile robot based on inverse kinematics and odometry for local and indoor navigation purposes, such as for automatic warehousing in industry or healthcare environment. The robot uses four-wheeled diagonal configuration to conform directional angles of $\pmb{\alpha_{1}=45^{\mathrm{o}}, \alpha_{2}=135^{\mathrm{o}}, \alpha_{3}=225^{\mathrm{o}}}$, and $\pmb{\alpha_{4}=315^{\mathrm{o}}}$ Inverse kinematics is utilized to drive the robot to a point with specific trajectory and heading angle. Internal wheeled-encoders mounted in each DC-motors are used to read the angular speed and position. This research utilizes odometry technique to estimate the robot's position relative to the initial position. In order to develop a more precise odometry result, we combine the use of wheeled-encoders and an IMU. In order to maintain robot's position relative to the desired position, a PID control is applied to the algorithm. The result of the tests show that the developed omni-wheeled mobile robot is capable of performing locomotion to the desired position and to follow a controlled trajectory by maintaining a minimum error relative to the referenced trajectory.
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