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A Proposal of a Motion Measurement System to Support Visually Impaired People in Rehabilitation Using Low-Cost Inertial Sensors

The rehabilitation of a visually impaired person (VIP) is a systematic process where the person is provided with tools that allow them to deal with the impairment to achieve personal autonomy and independence, such as training for the use of the long cane as a tool for orientation and mobility (O&am...

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Autores principales: Reyes Leiva, Karla Miriam, Jaén-Vargas, Milagros, Cuba, Miguel Ángel, Lara, Sergio Sánchez, Olmedo, José Javier Serrano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303295/
https://www.ncbi.nlm.nih.gov/pubmed/34356390
http://dx.doi.org/10.3390/e23070848
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author Reyes Leiva, Karla Miriam
Jaén-Vargas, Milagros
Cuba, Miguel Ángel
Lara, Sergio Sánchez
Olmedo, José Javier Serrano
author_facet Reyes Leiva, Karla Miriam
Jaén-Vargas, Milagros
Cuba, Miguel Ángel
Lara, Sergio Sánchez
Olmedo, José Javier Serrano
author_sort Reyes Leiva, Karla Miriam
collection PubMed
description The rehabilitation of a visually impaired person (VIP) is a systematic process where the person is provided with tools that allow them to deal with the impairment to achieve personal autonomy and independence, such as training for the use of the long cane as a tool for orientation and mobility (O&M). This process must be trained personally by specialists, leading to a limitation of human, technological and structural resources in some regions, especially those with economical narrow circumstances. A system to obtain information about the motion of the long cane and the leg using low-cost inertial sensors was developed to provide an overview of quantitative parameters such as sweeping coverage and gait analysis, that are currently visually analyzed during rehabilitation. The system was tested with 10 blindfolded volunteers in laboratory conditions following constant contact, two points touch, and three points touch travel techniques. The results indicate that the quantification system is reliable for measuring grip rotation, safety zone, sweeping amplitude and hand position using orientation angles with an accuracy of around 97.62%. However, a new method or an improvement of hardware must be developed to improve gait parameters’ measurements, since the step length measurement presented a mean accuracy of 94.62%. The system requires further development to be used as an aid in the rehabilitation process of the VIP. Now, it is a simple and low-cost technological aid that has the potential to improve the current practice of O&M.
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spelling pubmed-83032952021-07-25 A Proposal of a Motion Measurement System to Support Visually Impaired People in Rehabilitation Using Low-Cost Inertial Sensors Reyes Leiva, Karla Miriam Jaén-Vargas, Milagros Cuba, Miguel Ángel Lara, Sergio Sánchez Olmedo, José Javier Serrano Entropy (Basel) Article The rehabilitation of a visually impaired person (VIP) is a systematic process where the person is provided with tools that allow them to deal with the impairment to achieve personal autonomy and independence, such as training for the use of the long cane as a tool for orientation and mobility (O&M). This process must be trained personally by specialists, leading to a limitation of human, technological and structural resources in some regions, especially those with economical narrow circumstances. A system to obtain information about the motion of the long cane and the leg using low-cost inertial sensors was developed to provide an overview of quantitative parameters such as sweeping coverage and gait analysis, that are currently visually analyzed during rehabilitation. The system was tested with 10 blindfolded volunteers in laboratory conditions following constant contact, two points touch, and three points touch travel techniques. The results indicate that the quantification system is reliable for measuring grip rotation, safety zone, sweeping amplitude and hand position using orientation angles with an accuracy of around 97.62%. However, a new method or an improvement of hardware must be developed to improve gait parameters’ measurements, since the step length measurement presented a mean accuracy of 94.62%. The system requires further development to be used as an aid in the rehabilitation process of the VIP. Now, it is a simple and low-cost technological aid that has the potential to improve the current practice of O&M. MDPI 2021-07-01 /pmc/articles/PMC8303295/ /pubmed/34356390 http://dx.doi.org/10.3390/e23070848 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
Reyes Leiva, Karla Miriam
Jaén-Vargas, Milagros
Cuba, Miguel Ángel
Lara, Sergio Sánchez
Olmedo, José Javier Serrano
A Proposal of a Motion Measurement System to Support Visually Impaired People in Rehabilitation Using Low-Cost Inertial Sensors
title A Proposal of a Motion Measurement System to Support Visually Impaired People in Rehabilitation Using Low-Cost Inertial Sensors
title_full A Proposal of a Motion Measurement System to Support Visually Impaired People in Rehabilitation Using Low-Cost Inertial Sensors
title_fullStr A Proposal of a Motion Measurement System to Support Visually Impaired People in Rehabilitation Using Low-Cost Inertial Sensors
title_full_unstemmed A Proposal of a Motion Measurement System to Support Visually Impaired People in Rehabilitation Using Low-Cost Inertial Sensors
title_short A Proposal of a Motion Measurement System to Support Visually Impaired People in Rehabilitation Using Low-Cost Inertial Sensors
title_sort proposal of a motion measurement system to support visually impaired people in rehabilitation using low-cost inertial sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303295/
https://www.ncbi.nlm.nih.gov/pubmed/34356390
http://dx.doi.org/10.3390/e23070848
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