Flexible-Link Robot Control Using a Linear Parameter Varying Systems Methodology

Author:

Halalchi Houssem12,Laroche Edouard2,Bara Gabriela Iuliana2

Affiliation:

1. ICube, INSA de Strasbourg, CNRS, Strasbourg, France

2. ICube, Université de Strasbourg, CNRS, Illkirch, France

Abstract

This paper addresses the issues of the Linear Parameter Varying (LPV) modelling and control of flexible-link robot manipulators. The LPV formalism allows the synthesis of nonlinear control laws and the assessment of their closed-loop stability and performances in a simple and effective manner, based on the use of Linear Matrix Inequalities (LMI). Following the quasi-LPV modelling approach, an LPV model of a flexible manipulator is obtained, starting from the nonlinear dynamic model stemming from Euler-Lagrange equations. Based on this LPV model, which has a rational dependence in terms of the varying parameters, two different methods for the synthesis of LPV controllers are explored. They guarantee the asymptotic stability and some level of closed-loop ℒ2-gain performance on a bounded parametric set. The first method exploits a descriptor representation that simplifies the rational dependence of the LPV model, whereas the second one manages the troublesome rational dependence by using dilated LMI conditions and taking the particular structure of the model into account. The resulting controllers involve the measured state variables only, namely the joint positions and velocities. Simulation results are presented that illustrate the validity of the proposed control methodology. Comparisons with an inversion-based nonlinear control method are performed in the presence of velocity measurement noise, model uncertainties and high-frequency inputs.

Publisher

SAGE Publications

Subject

Artificial Intelligence,Computer Science Applications,Software

Cited by 7 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. LPV state-feedback control of a robotic manipulator via LMI optimization;2023 XXIX International Conference on Information, Communication and Automation Technologies (ICAT);2023-06-11

2. Robust Control of Robot Manipulator with Uncertain Parameters Based on Neural Network;2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA);2022-10-28

3. Performance comparison of structured H ∞ based looptune and LQR for a 4-DOF robotic manipulator;PLOS ONE;2022-04-11

4. Practical Model Predictive Control for a Class of Nonlinear Systems Using Linear Parameter-Varying Representations;IEEE Access;2021

5. New development of the dynamic modeling and the inverse dynamic analysis for flexible robot;International Journal of Advanced Robotic Systems;2020-07-01

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