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基于障碍Lyapunov函数的机器人机械手非奇异终端滑模控制

Non-singular terminal sliding-mode control for a manipulator robot using a barrier Lyapunov function.

作者信息

Cruz-Ortiz David, Chairez Isaac, Poznyak Alexander

机构信息

Department of Bioprocesses, UPIBI - Instituto Politécnico Nacional, Mexico City, Mexico; Department of Automatic Control, CINVESTAV-IPN, Av. IPN 2508, San Pedro Zacatenco, 07360, Mexico City, Mexico; Tecnológico Nacional de México/TES Ixtapaluca, State of Mexico, Mexico.

Department of Bioprocesses, UPIBI - Instituto Politécnico Nacional, Mexico City, Mexico; Tecnologico de Monterrey, School of Engineering and Sciences, Campus Guadalajara, Mexico.

出版信息

ISA Trans. 2022 Feb;121:268-283. doi: 10.1016/j.isatra.2021.04.001. Epub 2021 Apr 9.

Abstract

This study introduces a design of robust finite-time controllers that aims to solve the trajectory tracking of robot manipulators with full-state constraints. The control design is based on the construction of a distributed state constraint non-singular terminal sliding mode (CNTSM). The CNTSM design includes the gain self-adapting tuning method, which can ensure finite-time convergence to the sliding surface aside from the states to its corresponding reference trajectories. The implementation of the time-varying gain ensures the fulfillment of the accurate tracking for the references while the position and velocity constraints are satisfied permanently. A barrier Lyapunov function is proposed to develop the finite-time stability analysis of the designed controllers. The CNTSM realization uses the tracking error as well as its estimated derivative, which is calculated using a variant of adaptive super-twisting algorithm operating as robust differentiator. The proposed CNTSM is numerically evaluated on a two-link RM with uncertain inertia and Coriolis matrices. Simulation and experimental results evidence the efficiency of the CNTSM controller demonstrating a better tracking performance while the full-state constraints are satisfied in counterpart with the classical non-singular terminal sliding mode which is not able to keep such restrictions.

摘要

本研究介绍了一种鲁棒有限时间控制器的设计,旨在解决具有全状态约束的机器人机械手的轨迹跟踪问题。该控制设计基于分布式状态约束非奇异终端滑模(CNTSM)的构建。CNTSM设计包括增益自适应调整方法,除了状态收敛到其相应的参考轨迹外,还能确保有限时间内收敛到滑模面。时变增益的实现确保了在永久满足位置和速度约束的同时,实现对参考轨迹的精确跟踪。提出了一种障碍Lyapunov函数来进行所设计控制器的有限时间稳定性分析。CNTSM的实现使用跟踪误差及其估计导数,该导数使用作为鲁棒微分器的自适应超扭曲算法的变体进行计算。在具有不确定惯性和科里奥利矩阵的双连杆机器人模型上对所提出的CNTSM进行了数值评估。仿真和实验结果证明了CNTSM控制器的有效性,与经典非奇异终端滑模相比,它在满足全状态约束的同时展示了更好的跟踪性能,而经典非奇异终端滑模无法保持这些约束。

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