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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8156948 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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