移动机器人的建模与位置控制

P. Padhy, Takeshi Sasaki, Sousuke Nakamura, H. Hashimoto
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引用次数: 35

摘要

提出了一种利用PID控制器实现非完整轮式移动机器人稳定跟踪的新方法。本文的主要目的是提出一种控制规则,以确定移动机器人的合理目标线速度和旋转速度。该方法需要移动机器人的位置信息(笛卡尔空间和方向),这些信息可以通过任何一种定位系统获得。该方法采用递推最小二乘法对移动机器人进行线性辨识,包括执行器的动力学特性。然后利用辨识出的模型设计PID控制器来设定目标的线性和旋转速度。通过仿真和实验验证了理论结果。
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Modeling and position control of mobile robot
This paper presents a new approach for stable tracking of non-holonomic wheeled mobile robot using PID controller. The major objective of the paper is to propose a control rule to find out reasonable target linear and rotational velocities of the mobile robot. The method requires the information about the position (Cartesian space and orientation) of the mobile robot which can be obtained by any kind of positioning system. In the approach, the mobile robot, including the actuator dynamics is identified by a linear model using recursive least square method. The identified model is then used to design the PID controller to set the target linear and rotational velocities. Simulation and experimental studies are presented to validate the theoretical findings.
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