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Design and Implementation of a Position, Speed and Orientation Fuzzy Controller Using a Motion Capture System to Operate a Wheelchair Prototype

The design and implementation of an electronic system that involves head movements to operate a prototype that can simulate future movements of a wheelchair was developed here. The controller design collects head-movements data through a MEMS sensor-based motion capture system. The research was divi...

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Detalles Bibliográficos
Autores principales: Callejas-Cuervo, Mauro, González-Cely, Aura Ximena, Bastos-Filho, Teodiano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272059/
https://www.ncbi.nlm.nih.gov/pubmed/34202052
http://dx.doi.org/10.3390/s21134344
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author Callejas-Cuervo, Mauro
González-Cely, Aura Ximena
Bastos-Filho, Teodiano
author_facet Callejas-Cuervo, Mauro
González-Cely, Aura Ximena
Bastos-Filho, Teodiano
author_sort Callejas-Cuervo, Mauro
collection PubMed
description The design and implementation of an electronic system that involves head movements to operate a prototype that can simulate future movements of a wheelchair was developed here. The controller design collects head-movements data through a MEMS sensor-based motion capture system. The research was divided into four stages: First, the instrumentation of the system using hardware and software; second, the mathematical modeling using the theory of dynamic systems; third, the automatic control of position, speed, and orientation with constant and variable speed; finally, system verification using both an electronic controller test protocol and user experience. The system involved a graphical interface for the user to interact with it by executing all the controllers in real time. Through the System Usability Scale (SUS), a score of 78 out of 100 points was obtained from the qualification of 10 users who validated the system, giving a connotation of “very good”. Users accepted the system with the recommendation to improve safety by using laser sensors instead of ultrasonic range modules to enhance obstacle detection.
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spelling pubmed-82720592021-07-11 Design and Implementation of a Position, Speed and Orientation Fuzzy Controller Using a Motion Capture System to Operate a Wheelchair Prototype Callejas-Cuervo, Mauro González-Cely, Aura Ximena Bastos-Filho, Teodiano Sensors (Basel) Article The design and implementation of an electronic system that involves head movements to operate a prototype that can simulate future movements of a wheelchair was developed here. The controller design collects head-movements data through a MEMS sensor-based motion capture system. The research was divided into four stages: First, the instrumentation of the system using hardware and software; second, the mathematical modeling using the theory of dynamic systems; third, the automatic control of position, speed, and orientation with constant and variable speed; finally, system verification using both an electronic controller test protocol and user experience. The system involved a graphical interface for the user to interact with it by executing all the controllers in real time. Through the System Usability Scale (SUS), a score of 78 out of 100 points was obtained from the qualification of 10 users who validated the system, giving a connotation of “very good”. Users accepted the system with the recommendation to improve safety by using laser sensors instead of ultrasonic range modules to enhance obstacle detection. MDPI 2021-06-25 /pmc/articles/PMC8272059/ /pubmed/34202052 http://dx.doi.org/10.3390/s21134344 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Callejas-Cuervo, Mauro
González-Cely, Aura Ximena
Bastos-Filho, Teodiano
Design and Implementation of a Position, Speed and Orientation Fuzzy Controller Using a Motion Capture System to Operate a Wheelchair Prototype
title Design and Implementation of a Position, Speed and Orientation Fuzzy Controller Using a Motion Capture System to Operate a Wheelchair Prototype
title_full Design and Implementation of a Position, Speed and Orientation Fuzzy Controller Using a Motion Capture System to Operate a Wheelchair Prototype
title_fullStr Design and Implementation of a Position, Speed and Orientation Fuzzy Controller Using a Motion Capture System to Operate a Wheelchair Prototype
title_full_unstemmed Design and Implementation of a Position, Speed and Orientation Fuzzy Controller Using a Motion Capture System to Operate a Wheelchair Prototype
title_short Design and Implementation of a Position, Speed and Orientation Fuzzy Controller Using a Motion Capture System to Operate a Wheelchair Prototype
title_sort design and implementation of a position, speed and orientation fuzzy controller using a motion capture system to operate a wheelchair prototype
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272059/
https://www.ncbi.nlm.nih.gov/pubmed/34202052
http://dx.doi.org/10.3390/s21134344
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