Switching linear parameter varying control for a robotic manipulator

This paper introduces a synthesis study of a switching Linear Parameter Varying (LPV) controller with multiple polytopic subregions, considering separate parameter-dependent Lyapunov functions. The parameter space setup is designed with overlapping subregions in which safe controller switching is ensured by hysteresis switching logic. Robotic manipulators, like any mechatronic systems, are burdened with unmodelled characteristics such as friction phenomena and actuator dynamics, as well as nonlinear dynamics. These effects might be countered by LPV controllers, although they may be too conservative for production. The switching controller can decrease conservatism utilising separate Lyapunov functions while maintaining essential features of a general H∞ LPV controller, such as global asymptotic stability over the entire parameter space. The suggested method is applied on a real-life 2-DOF SCARA-type robotic manipulator, and extensive testing results are presented along with some of the key challenges that arise when the application is moved from simulation to real-life. Primary considerations with respect to the application of switching control are studied in detail, including the number and shape of subregions, overlapping percentage, switching surface orientation, and scheduling parameter selection.

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Publication Details

Journal
ACTA IMEKO
Published
2025-06-17
DOI
https://doi.org/10.21014/actaimeko.v14i2.1741
Primary Topic
Control and Dynamics of Mobile Robots
Type
article
Field-Weighted Citation Impact
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article

Switching linear parameter varying control for a robotic manipulator

Bálint Kiss, Zoltán Téczely
1 links
ACTA IMEKO
Control and Dynamics of Mobile Robots
article

Switching linear parameter varying control for a robotic manipulator

Bálint Kiss, Zoltán Téczely
article en

Abstract

This paper introduces a synthesis study of a switching Linear Parameter Varying (LPV) controller with multiple polytopic subregions, considering separate parameter-dependent Lyapunov functions. The parameter space setup is designed with overlapping subregions in which safe controller switching is ensured by hysteresis switching logic. Robotic manipulators, like any mechatronic systems, are burdened with unmodelled characteristics such as friction phenomena and actuator dynamics, as well as nonlinear dynamics. These effects might be countered by LPV controllers, although they may be too conservative for production. The switching controller can decrease conservatism utilising separate Lyapunov functions while maintaining essential features of a general H∞ LPV controller, such as global asymptotic stability over the entire parameter space. The suggested method is applied on a real-life 2-DOF SCARA-type robotic manipulator, and extensive testing results are presented along with some of the key challenges that arise when the application is moved from simulation to real-life. Primary considerations with respect to the application of switching control are studied in detail, including the number and shape of subregions, overlapping percentage, switching surface orientation, and scheduling parameter selection.

ACTA IMEKOVol. 14(2)
Budapest University of Technology and Economics (HU)
Openalex Percentile: Top 83%
Control and Dynamics of Mobile Robots
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Switching linear parameter varying control for a robotic manipulator — Bálint Kiss, Zoltán Téczely · ACTA IMEKO (2025) | TGRS Research Map | TGRS