针对轮式移动机器人设计一种考虑致动器饱和的鲁棒自适应跟踪后退控制器,以补偿未知滑移

Chung P. Le, Kiem Nguyen Tien, Linh V. Nguyen, Tinh Nguyen, Tung Hoang
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引用次数: 0

摘要

提出了一种针对非完整轮式移动机器人的鲁棒自适应跟踪反演控制方法,该方法同时处理了未知滑移和不确定性问题。该控制器采用径向基函数神经网络(RBFNN)辅助未知光滑非线性动态函数的逼近。此外,还提出了避免致动器饱和的技术解决方案。最后,通过对比仿真结果验证了该控制器的有效性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DESIGNING A ROBUST ADAPTIVE TRACKING BACKTEPPING CONTROLLER CONSIDERING ACTUATOR SATURATION FOR A WHEELED MOBILE ROBOT TO COMPENSATE UNKNOWN SLIPPAGE
This article highlights a robust adaptive tracking backstepping control approach for a nonholonomic wheeled mobile robot (WMR) by which the bad problems of both unknown slippage and uncertainties are dealt with. The radial basis function neural network (RBFNN) in this proposed controller assists unknown smooth nonlinear dynamic functions to be approximated. Furthermore, a technical solution is also carried out to avoid actuator saturation. The validity and efficiency of this novel controller, finally, are illustrated via comparative simulation results.
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