Sliding Mode Observer-Based Sliding Mode Control for Path Following of a Differential Drive Automated Mobile Robot

Rudra Prakash, J. Samantaray, S. Chakrabarty
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引用次数: 0

Abstract

Applications of automated mobile robots (AMR) can be found in industry, defense, home appliances, etc. Path following and direct commanding to an AMR are critical operations for most applications. To achieve these tasks, global coordinates concerning an AMR are to be known, which are usually not measurable. Moreover, an AMR is commanded to follow different paths while subjected to different terrains. Hence a robust control approach ought to be designed with an observer to achieve this goal. In this work, a sliding mode observer (SMO) is designed to estimate the global coordinates of the path for an AMR. Then a sliding mode controller (SMC) is designed to control the AMR for user-desired path following. The proposed SMO-based SMC design provides a robust approach to solving this problem, which can be used for practical applications. The complete proof is done using the Lyapunov approach, and its effectiveness is shown by numerical simulations undertaken in MATLAB/Simulink® environment.
基于滑模观测器的差动驱动自动移动机器人路径跟踪滑模控制
自动化移动机器人(AMR)的应用可以在工业、国防、家电等领域找到。路径跟踪和对AMR的直接命令是大多数应用程序的关键操作。为了完成这些任务,需要知道与AMR有关的全局坐标,而这些坐标通常是不可测量的。此外,AMR被命令在不同地形下遵循不同的路径。因此,应该设计一个带有观测器的鲁棒控制方法来实现这一目标。在这项工作中,设计了一个滑模观测器(SMO)来估计AMR的路径全局坐标。然后设计滑模控制器(SMC)来控制用户期望路径跟踪的AMR。提出的基于smo的SMC设计为解决这一问题提供了一种可靠的方法,可用于实际应用。使用Lyapunov方法完成了完整的证明,并通过在MATLAB/Simulink®环境中进行的数值模拟显示了其有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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