基于混合自动机的轮式移动机器人建模与控制

Pu Shi, Yiwen Zhao, Yujie Cui
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引用次数: 3

摘要

传统的轮式移动机器人控制方法尤其困难,因为控制方法需要精确的系统和环境模型。为了提高轮式移动机器人控制系统的灵活性,需要同时考虑控制和决策问题的混合系统框架。本文采用混合自动机对混合系统建模:通过对控制过程的分析,建立了轮式移动机器人定位的离散状态集;定义了离散状态间的过渡条件;建立了各离散状态对应的动力学方程。该方法在对机器人系统中同时存在的离散和连续组件之间的相互作用进行建模时特别有用。仿真结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling and control of wheeled mobile robot based on hybrid automata
Conventional methods are particularly difficult to control wheeled mobile robot because the control approaches require precise models of the system and the environment. To enhance flexibility of control system of wheeled mobile robots, hybrid system frameworks which consider simultaneously the control and decision-making issues are required. In this paper, we model hybrid system using hybrid automata: through analyzing the control process, discrete state set for wheeled mobile robot positioning is set up; transition conditions among discrete states are defined; kinetic equations corresponding to each discrete state are established. This method is particularly useful in modeling the interactions between discrete and continuous components that exist simultaneously in robotic systems. Simulation results verify the validity of this method.
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