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A Smart Walker for People with Both Visual and Mobility Impairment

In recent years, significant work has been done in technological enhancements for mobility aids (smart walkers). However, most of this work does not cover the millions of people who have both mobility and visual impairments. In this paper, we design and study four different configurations of smart w...

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Autores principales: Mostofa, Nafisa, Feltner, Christopher, Fullin, Kelly, Guilbe, Jonathan, Zehtabian, Sharare, Bacanlı, Salih Safa, Bölöni, Ladislau, Turgut, Damla
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8156948/
https://www.ncbi.nlm.nih.gov/pubmed/34067717
http://dx.doi.org/10.3390/s21103488
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author Mostofa, Nafisa
Feltner, Christopher
Fullin, Kelly
Guilbe, Jonathan
Zehtabian, Sharare
Bacanlı, Salih Safa
Bölöni, Ladislau
Turgut, Damla
author_facet Mostofa, Nafisa
Feltner, Christopher
Fullin, Kelly
Guilbe, Jonathan
Zehtabian, Sharare
Bacanlı, Salih Safa
Bölöni, Ladislau
Turgut, Damla
author_sort Mostofa, Nafisa
collection PubMed
description In recent years, significant work has been done in technological enhancements for mobility aids (smart walkers). However, most of this work does not cover the millions of people who have both mobility and visual impairments. In this paper, we design and study four different configurations of smart walkers that are specifically targeted to the needs of this population. We investigated different sensing technologies (ultrasound-based, infrared depth cameras and RGB cameras with advanced computer vision processing), software configurations, and user interface modalities (haptic and audio signal based). Our experiments show that there are several engineering choices that can be used in the design of such assistive devices. Furthermore, we found that a holistic evaluation of the end-to-end performance of the systems is necessary, as the quality of the user interface often has a larger impact on the overall performance than increases in the sensing accuracy beyond a certain point.
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spelling pubmed-81569482021-05-28 A Smart Walker for People with Both Visual and Mobility Impairment Mostofa, Nafisa Feltner, Christopher Fullin, Kelly Guilbe, Jonathan Zehtabian, Sharare Bacanlı, Salih Safa Bölöni, Ladislau Turgut, Damla Sensors (Basel) Article In recent years, significant work has been done in technological enhancements for mobility aids (smart walkers). However, most of this work does not cover the millions of people who have both mobility and visual impairments. In this paper, we design and study four different configurations of smart walkers that are specifically targeted to the needs of this population. We investigated different sensing technologies (ultrasound-based, infrared depth cameras and RGB cameras with advanced computer vision processing), software configurations, and user interface modalities (haptic and audio signal based). Our experiments show that there are several engineering choices that can be used in the design of such assistive devices. Furthermore, we found that a holistic evaluation of the end-to-end performance of the systems is necessary, as the quality of the user interface often has a larger impact on the overall performance than increases in the sensing accuracy beyond a certain point. MDPI 2021-05-17 /pmc/articles/PMC8156948/ /pubmed/34067717 http://dx.doi.org/10.3390/s21103488 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
Mostofa, Nafisa
Feltner, Christopher
Fullin, Kelly
Guilbe, Jonathan
Zehtabian, Sharare
Bacanlı, Salih Safa
Bölöni, Ladislau
Turgut, Damla
A Smart Walker for People with Both Visual and Mobility Impairment
title A Smart Walker for People with Both Visual and Mobility Impairment
title_full A Smart Walker for People with Both Visual and Mobility Impairment
title_fullStr A Smart Walker for People with Both Visual and Mobility Impairment
title_full_unstemmed A Smart Walker for People with Both Visual and Mobility Impairment
title_short A Smart Walker for People with Both Visual and Mobility Impairment
title_sort smart walker for people with both visual and mobility impairment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8156948/
https://www.ncbi.nlm.nih.gov/pubmed/34067717
http://dx.doi.org/10.3390/s21103488
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