Shortest-trajectory control of autonomous mobile robots using nonlinear observers

A. Morán, H. Hayase
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引用次数: 3

Abstract

This paper deals with two problems related with autonomous mobile robots. The first problem is to determine the control strategy so that the robot describes the shortest trajectory linking an arbitrary position inside a working area and a right-line path to be followed. This problem is solved by considering an equivalent minimum-time nonlinear control problem. The control switching functions which minimize the Hamiltonian function of the minimum-time control problem has been determined in a general form. The second problem analyzed consists in designing a nonlinear observer for the dynamic estimation of the variables required to implement the shortest-trajectory control strategy. A Luenberger-like nonlinear observer was designed. It was found that the observer estimates fastly enough the state variables of the mobile robot so that path tracking can be efficiently implemented.
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基于非线性观测器的自主移动机器人最短轨迹控制
本文研究了与自主移动机器人相关的两个问题。第一个问题是确定控制策略,使机器人描述连接工作区域内任意位置和要遵循的直线路径的最短轨迹。该问题通过考虑等效最小时间非线性控制问题来解决。以一般形式确定了使最小时间控制问题的哈密顿函数最小的控制开关函数。分析的第二个问题是设计一个非线性观测器,用于实现最短轨迹控制策略所需的变量的动态估计。设计了一类luenberger非线性观测器。研究发现,该观测器能够快速估计移动机器人的状态变量,从而能够有效地实现路径跟踪。
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