Robust servo linear quadratic regulator controller based on state compensation and velocity feedforward of the spherical robot: Theory and experimental verification

Author:

Wang Yixu1ORCID,Liu Yifan1,Guan Xiaoqing1,Hu Tao1,Zhang Ziang1ORCID,Wang You1,Hao Jie2,Li Guang1

Affiliation:

1. State Key Laboratory of Industrial Control Technology, Institute of Cyber Systems and Control, Zhejiang University, Hangzhou, China

2. Luoteng Hangzhou Technology Co., Ltd., Hangzhou, China

Abstract

There are few studies on the lateral motion of spherical robots. In this article, a new algorithm is proposed to solve the problem of low control accuracy of the lateral motion. A single lateral motion model is established, and the optimal solution of the linear quadratic regulator in infinite time domain is obtained. Aiming at the problems of longitudinal velocity and lateral angle coupling and low control precision, state compensation and velocity feedforward are carried out, and an improved robust servo linear quadratic regulator control algorithm is proposed. Experiments show that the proposed lateral control algorithm has strong adaptability and robustness to changing speeds and lateral angles, and the control effect is stable and reliable.

Funder

the Fundamental Research Funds for the Central Universities

Publisher

SAGE Publications

Subject

Artificial Intelligence,Computer Science Applications,Software

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1. RoboBall: An All-Terrain Spherical Robot with a Pressurized Shell;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

2. Spherical rolling robots—Design, modeling, and control: A systematic literature review;Robotics and Autonomous Systems;2024-05

3. Cooperative Control System Based on Momentum Wheel and Pendulum for Spherical Robot;2023 China Automation Congress (CAC);2023-11-17

4. Spherical robot: A novel robot for exploration in harsh unknown environments;IET Cyber-Systems and Robotics;2023-10-27

5. Adaptive and Robust Terrain Classification Control Algorithm for a Spherical Robot;IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society;2023-10-16

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