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首页> 外文期刊>Advanced Science Letters >Adaptive Fuzzy Terminal Sliding-Mode Controller Design for Omni-Directional Mobile Robots
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Adaptive Fuzzy Terminal Sliding-Mode Controller Design for Omni-Directional Mobile Robots

机译:全向移动机器人的自适应模糊终端滑模控制器设计

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摘要

In this paper, we propose an adaptive fuzzy terminal sliding-mode control (AFTSMC) scheme for trajectory control of a tri-wheel omni-directional mobile robot (ODMR) with system uncertainties and external disturbances. The basic kinematic model of the ODMR is obtained simply from kinematics. Based on the Newton's Second Law of Motion, the dynamic model of the ODMR is then derived in detail. This control scheme combines the techniques of adaptive control, fuzzy logic control (FLC), sliding-mode control (SMC), and terminal attractor theory which can drive the error states to zero in finite time and the error rate states also can be converged to zero in finite time identically. The switching law is introduced to cope with the system uncertainties and external disturbances. The Lyapunov stability theory is adopted to verify the stability of the controlled system which can ensure the convergence of trajectory tracking errors to zero in finite time. All the simulation results demonstrate the effectiveness of the proposed control method.
机译:本文针对具有系统不确定性和外部干扰的三轮全向移动机器人(ODMR)的轨迹控制提出了一种自适应模糊终端滑模控制(AFTSMC)方案。 ODMR的基本运动学模型可以简单地从运动学中获得。然后,基于牛顿第二运动定律,详细推导了ODMR的动态模型。该控制方案结合了自适应控制,模糊逻辑控制(FLC),滑模控制(SMC)和终端吸引子理论等技术,可以在有限时间内将错误状态驱动为零,并且错误率状态也可以收敛为在有限时间内为零。引入切换定律以应对系统的不确定性和外部干扰。采用李雅普诺夫稳定性理论验证了受控系统的稳定性,可以确保轨迹跟踪误差在有限时间内收敛到零。所有的仿真结果都证明了该控制方法的有效性。

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