Adaptive Fuzzy Sliding Mode and Robust Tracking Control for Manipulators with Uncertain Dynamics

Author:

Wang Sanxiu1ORCID

Affiliation:

1. College of Electronic and Information Engineering, Taizhou University, Taizhou, Zhejiang 318000, China

Abstract

In response to the issue of the trajectory tracking control problem of manipulators with uncertain parameters and external disturbance, an adaptive fuzzy sliding mode robust control algorithm is proposed. Sliding mode control (SMC) is adopted to perform robotic manipulator trajectory tracking control. Then, a fuzzy logic system is used for adaptive adjustment of switching gain of the SMC and to reduce the buffeting problem. Next, compensation is made by using the robust controller in consideration of the impacts of unmodeled dynamics and external disturbance. The simulation experiment on a two axes robotic manipulator shows that, with the proposed control method, the sliding mode control input signal is kept smooth, and the manipulator has high trajectory tracking precision.

Funder

Natural Science Foundation of Zhejiang Province

Publisher

Hindawi Limited

Subject

Multidisciplinary,General Computer Science

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Adaptive Variable Universe Fuzzy Sliding-Mode Control for Robot Manipulators With Model Uncertainty;IEEE Journal of Radio Frequency Identification;2024

2. Fuzzy Sliding-Mode Control for Robot Manipulators Based on Variable Universe;2023 IEEE 3rd International Conference on Digital Twins and Parallel Intelligence (DTPI);2023-11-07

3. A Reinforcement-Learning-Based Adaptive Sliding Mode Controller for Robotic Manipulators;2023 6th International Conference on Robotics, Control and Automation Engineering (RCAE);2023-11-03

4. Robot Manipulator Trajectory Tracking with Uncertainties Based on Adaptive Sliding Control;2023 IEEE International Conference on Unmanned Systems (ICUS);2023-10-13

5. Adaptive Fuzzy Command Filtered Tracking Control for Flexible Robotic Arm with Input Dead-Zone;Applied Sciences;2023-09-28

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