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Tracking Control for Wheeled Mobile Robot Based on Delayed Sensor Measurements

This paper proposes a novel Takagi-Sugeno fuzzy predictor observer to tackle the problem of the constant and known delay in the measurements. The proposed observer is developed for a trajectory-tracking problem of a wheeled mobile robot where a parallel-distributed compensation control is used to co...

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Detalles Bibliográficos
Autores principales: Guechi, El-Hadi, Belharet, Karim, Blažič, Sašo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6929144/
https://www.ncbi.nlm.nih.gov/pubmed/31779210
http://dx.doi.org/10.3390/s19235177
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author Guechi, El-Hadi
Belharet, Karim
Blažič, Sašo
author_facet Guechi, El-Hadi
Belharet, Karim
Blažič, Sašo
author_sort Guechi, El-Hadi
collection PubMed
description This paper proposes a novel Takagi-Sugeno fuzzy predictor observer to tackle the problem of the constant and known delay in the measurements. The proposed observer is developed for a trajectory-tracking problem of a wheeled mobile robot where a parallel-distributed compensation control is used to control the robot. The L2-stability of the proposed observer is also proven in the paper. Both, the control and the observer gains are obtained by solving the proposed system of linear matrix inequalities. To illustrate the efficiency of the proposed approach, an experimental comparison with another predictor observer was done.
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spelling pubmed-69291442019-12-26 Tracking Control for Wheeled Mobile Robot Based on Delayed Sensor Measurements Guechi, El-Hadi Belharet, Karim Blažič, Sašo Sensors (Basel) Article This paper proposes a novel Takagi-Sugeno fuzzy predictor observer to tackle the problem of the constant and known delay in the measurements. The proposed observer is developed for a trajectory-tracking problem of a wheeled mobile robot where a parallel-distributed compensation control is used to control the robot. The L2-stability of the proposed observer is also proven in the paper. Both, the control and the observer gains are obtained by solving the proposed system of linear matrix inequalities. To illustrate the efficiency of the proposed approach, an experimental comparison with another predictor observer was done. MDPI 2019-11-26 /pmc/articles/PMC6929144/ /pubmed/31779210 http://dx.doi.org/10.3390/s19235177 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Guechi, El-Hadi
Belharet, Karim
Blažič, Sašo
Tracking Control for Wheeled Mobile Robot Based on Delayed Sensor Measurements
title Tracking Control for Wheeled Mobile Robot Based on Delayed Sensor Measurements
title_full Tracking Control for Wheeled Mobile Robot Based on Delayed Sensor Measurements
title_fullStr Tracking Control for Wheeled Mobile Robot Based on Delayed Sensor Measurements
title_full_unstemmed Tracking Control for Wheeled Mobile Robot Based on Delayed Sensor Measurements
title_short Tracking Control for Wheeled Mobile Robot Based on Delayed Sensor Measurements
title_sort tracking control for wheeled mobile robot based on delayed sensor measurements
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6929144/
https://www.ncbi.nlm.nih.gov/pubmed/31779210
http://dx.doi.org/10.3390/s19235177
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