逆仿真在轮式移动机器人中的应用

K. Worrall, D. Thomson, E. McGookin
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引用次数: 10

摘要

本文介绍了逆仿真在移动机器人控制中的应用。这种运动控制技术的实现可以提供高度精确的轨迹跟踪。由于逆仿真的输入是期望响应的时间历史,因此可以实现对移动机器人位置和方向的更大控制。在许多情况下,移动机器人的预期路径是已知的,例如行星漫游车导航,工厂或仓库地板,炸弹处理。通常,机器人要么被远程控制,要么运行在线控制器来导航所需的路径。对于给定的路径,导航系统生成所需的驱动参数(即航向和速度),相关控制器驱动相应的执行器。传统上,需要利用移动机器人的局限性知识来调整控制器。逆仿真提供了一种产生所需控制信号而不需要控制器调谐的方法。在移动机器人或执行器的成本很高,需要满足所需的驱动要求或要实现轨迹上的严格公差的情况下,使用逆仿真是合适的。本文讨论了将逆仿真应用于移动机器人控制的好处,并给出了相应的结果。
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Application of Inverse Simulation to a wheeled mobile robot
This paper presents the application of Inverse Simulation to the control of a mobile robot. The implementation of this technique for motion control has been found to provide highly accurate trajectory tracking. Since the input to the Inverse Simulation is a time history of the desired response, then greater control over the position and orientation of the mobile robot can be achieved. There are many situations where the desired path of a mobile robot is known e.g. planetary rover navigation, factory or warehouse floor, bomb disposal. Typically the robot is either controlled remotely or runs an online controller to navigate the desired path. For a given path, a navigation system generates the desired drive parameters (i.e. heading and velocity) and the associated controllers drive the corresponding actuators. Traditionally the controllers are required to be tuned using knowledge of the limitations of the mobile robot. Inverse Simulation provides a means of generating the required control signals with no need for controller tuning. The use of Inverse Simulation is suitable in cases where the cost of the mobile robot or actuators is high, desired drive requirements need to be met or for situations where tight tolerances on the trajectory are to be achieved. In this paper the benefits of applying Inverse Simulation to the control of a mobile robot are discussed and appropriate results presented.
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