不确定非完整移动机器人的自适应模糊轨迹跟踪控制

Shuanghe Yu, Shuang Liu, He Xu
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引用次数: 4

摘要

本文采用自适应模糊控制策略解决了双驱动轮非完整移动机器人的轨迹跟踪问题。首先对运动模型提出了运动学控制器,然后在此基础上对不确定的带扰动的动态模型设计了自适应模糊控制器。利用李雅普诺夫理论证明了闭环系统的稳定性和跟踪误差的有界性。仿真结果通过对比验证了其更优越的性能。
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Adaptive fuzzy trajectory-tracking control of uncertain nonholonomic mobile robots’
The trajectory-tracking problem of the nonholonomic mobile robots with two drivable wheels is solved by an adaptive fuzzy control strategy in this paper. A kinematic controller is firstly presented for the kinematic model, and then, an adaptive fuzzy controller is designed for the uncertain dynamic model with disturbance based on the kinematic controller. The stability of the closed-loop system and the boundness of tracking errors are proved using Lyapunov theory. The simulation results validate its more superior performance through comparisons.
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