差动轮式移动机器人轨迹跟踪控制:极坐标控制与LQR比较

Jair Cornejo, Jose Magallanes, Eddy Denegri, Ruth Canahuire
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引用次数: 9

摘要

轮式移动机器人(WMR)的设计是为了在勘探、导航、测绘等活动中取得良好的性能。对于WMR的开发,需要考虑运动类型及其完整和非完整约束。机器人的操作配置的一些替代方案是差动驱动,阿克曼转向,或全方位。在这种情况下,由于其简单的数学模型和较低的计算成本,这项工作使用差动驱动配置,可以轻松实现几个特定任务。这项工作的重点是实现基于极坐标的微分移动机器人的轨迹跟踪控制,并将其与LQR控制器进行比较。采用NI MyRIO嵌入式硬件和Labview软件,在差分移动机器人实验样机上实现了基于极坐标和LQR的控制器。文中给出并讨论了所设计控制器对差动轮式移动机器人性能的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Trajectory Tracking Control of a Differential Wheeled Mobile Robot: a Polar Coordinates Control and LQR Comparison
Wheeled mobile robots (WMR) must be designed in order to achieve good performance in activities such as exploration, navigation, mapping, etc. For the development of the WMR, the type of locomotion and its holonomic and non-holonomic constraints should be considered. Some alternatives of the operational configuration of the robot are differential drive, Ackerman steering, or Omni-directional. In that context, this work uses the differential drive configuration due to its simple mathematical model and low computational cost which allows for easy implementation of several specific tasks. The focus of this work is the implementation of a trajectory tracking control for a differential mobile robot based on polar coordinates where it will be compared to an LQR controller. The controllers based on polar coordinates and LQR were implemented in an experimental prototype of a differential mobile robot where the NI MyRIO embedded hardware and the Labview Software were used. The obtained results of the performance of the differential wheeled mobile robot for the designed controllers are shown and discussed in this paper.
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