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Fractional-order adaptive non-singular fast terminal sliding mode control with time delay estimation for robotic manipulators

机译:机器人操纵器的时间延迟估计分数级自适应非奇异快速终端滑动模式控制

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摘要

In this study, an adaptive fractional-order non-singular fast terminal sliding mode (FO-NFTSM) scheme based on time delay estimation (TDE) is proposed for the control of robotic manipulators. A new FO-NFTSM surface with a continuous TSM-type switch item is designed to ensure good performance, such as fast finite-time convergence, high precision and being non-singular. The chattering problem is solved by introducing a saturation function into the control signal. The TDE element is used to estimate the robot's unknown dynamic parameters and external disturbances. The Lyapunov stability theory is used to prove the finite-time stability of the control system. The proposed control algorithm is applied to a two-link robotic manipulator and the comparative results verify the effectiveness and superiority of the proposed control approach in comparison with existing control methods.
机译:在该研究中,提出了一种基于时间延迟估计(TDE)的自适应分数级非奇异快速终端滑动模式(FO-NFTSM),用于控制机器人操纵器。具有连续TSM型开关项的新型FO-NFTSM表面旨在确保良好的性能,例如快速有限时间收敛,高精度和非单数。通过将饱和函数引入控制信号来解决抖动问题。 TDE元素用于估计机器人的未知动态参数和外部干扰。 Lyapunov稳定性理论用于证明控制系统的有限时间稳定性。所提出的控制算法应用于双连杆机器人操纵器,比较结果验证了与现有控制方法相比所提出的控制方法的有效性和优越性。

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