The Two-Wheeled Robot: Experimental Evaluation of Two Controllers

Abstract In this paper we present the theoretical and experimental comparison of two digital controllers intended for stabilization of a two-wheeled robot. The properties of an LQG controller and an LQR controller with H ∞ filter are evaluated. Using the μ -analysis, we show that both controllers ensure robust stability of the closed-loop system in the presence of unstructured uncertainty. The results from the closed-loop system experimental evaluation confirm the precise work of both controllers.

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Publication Details

Journal
IOP Conference Series Materials Science and Engineering
Published
2024-10-01
DOI
https://doi.org/10.1088/1757-899x/1317/1/012010
Primary Topic
Control Systems and Identification
Type
article
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article

The Two-Wheeled Robot: Experimental Evaluation of Two Controllers

Tsonyo Slavov, Jordan Kralev, Petko H. Petkov
IOP Conference Series Materials Science and Engineering
Control Systems and Identification
article

The Two-Wheeled Robot: Experimental Evaluation of Two Controllers

Tsonyo Slavov, Jordan Kralev, Petko H. Petkov
article en

Abstract

Abstract In this paper we present the theoretical and experimental comparison of two digital controllers intended for stabilization of a two-wheeled robot. The properties of an LQG controller and an LQR controller with H ∞ filter are evaluated. Using the μ -analysis, we show that both controllers ensure robust stability of the closed-loop system in the presence of unstructured uncertainty. The results from the closed-loop system experimental evaluation confirm the precise work of both controllers.

IOP Conference Series Materials Science and EngineeringVol. 1317(1)
Bulgarian Academy of Sciences (BG), Technical University of Sofia (BG)
Openalex Percentile: Top 76%
Control Systems and Identification
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