基于动态模型的全向机器人轨迹跟踪控制算法比较

L. López-Cortés, Yair Lozano-Hernández, Lizeth Torres, J. Guerrero-Castellanos, J. A. Aguirre-Anaya
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引用次数: 0

摘要

本文对全向移动机器人(OMR)的位置跟踪控制进行了PD+和后退控制方案的比较。两个控制器都基于一个候选Lyapunov函数,从而得到一个依赖于系统动态模型参数的控制方案。为此,需要知道机器人的数学模型,这在本工作中进行了描述。在Matlab/simulink中对所建立的数学模型和控制算法进行了仿真,从而验证了所提方案的性能。结果考虑了扰动的存在,并基于误差对性能指标进行了分析。通过这种方式,表明与PD+控制器相比,Backstepping控制器在X-Y平面上更准确地遵循期望的路径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison of dynamic model-based control algorithms for trajectory tracking in an omnidirectional robot
This paper presents the comparison of a PD+ and a Backstepping control scheme for the position tracking control of an Omnidirectional Mobile Robot (OMR). Both controllers are based on a candidate Lyapunov function, resulting in a control scheme that depends on parameters of the system dynamic model. For the above, it is required to know the robot mathematical model, which is described in this work. The mathematical model and the control algorithms developed are simulated in Matlab/simulink, thus validating the proposals behaviour. The results consider the presence of disturbances and the analysis of performance indices based on the error. In this way, it is shown that the Backstepping controller more accurately follows the desired path in the X-Y plane compared to the PD+ controller.
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