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Evaluation of the IngVaL Pedobarography System for Monitoring of Walking Speed

OBJECTIVES: Walking speed is an important component of movement and is a predictor of health in the elderly. Pedobarography, the study of forces acting between the plantar surface of the foot and a supporting surface, is an approach to estimating walking speed even when no global positioning system...

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Autores principales: Hellstrom, Per Anders Rickard, Åkerberg, Anna, Ekström, Martin, Folke, Mia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society of Medical Informatics 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5944186/
https://www.ncbi.nlm.nih.gov/pubmed/29770245
http://dx.doi.org/10.4258/hir.2018.24.2.118
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author Hellstrom, Per Anders Rickard
Åkerberg, Anna
Ekström, Martin
Folke, Mia
author_facet Hellstrom, Per Anders Rickard
Åkerberg, Anna
Ekström, Martin
Folke, Mia
author_sort Hellstrom, Per Anders Rickard
collection PubMed
description OBJECTIVES: Walking speed is an important component of movement and is a predictor of health in the elderly. Pedobarography, the study of forces acting between the plantar surface of the foot and a supporting surface, is an approach to estimating walking speed even when no global positioning system signal is available. The developed portable system, Identifying Velocity and Load (IngVaL), is a cost effective alternative to commercially available pedobarography systems because it only uses three force sensing resistors. In this study, the IngVaL system was evaluated. The three variables investigated in this study were the sensor durability, the proportion of analyzable steps, and the linearity between the system output and the walking speed. METHODS: Data was collected from 40 participants, each of whom performed five walks at five different self-paced walking speeds. The linearity between the walking speed and step frequency measured with R(2) values was compared for the walking speed obtained ‘A’ only using amplitude data from the force sensors, ‘B’ that obtained only using the step frequency, and ‘C’ that obtained by combining amplitude data for each of the 40 test participants. RESULTS: Improvement of the wireless data transmission increased the percentage of analyzable steps from 83.1% measured with a prototype to 96.6% for IngVaL. The linearity comparison showed that the methods A, B, and C were accurate for 2, 15, and 23 participants, respectively. CONCLUSIONS: Increased sensor durability and a higher percentage of analyzed steps indicates that IngVaL is an improvement over the prototype system. The combined strategy of amplitude and step frequency was confirmed as the most accurate method.
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spelling pubmed-59441862018-05-16 Evaluation of the IngVaL Pedobarography System for Monitoring of Walking Speed Hellstrom, Per Anders Rickard Åkerberg, Anna Ekström, Martin Folke, Mia Healthc Inform Res Original Article OBJECTIVES: Walking speed is an important component of movement and is a predictor of health in the elderly. Pedobarography, the study of forces acting between the plantar surface of the foot and a supporting surface, is an approach to estimating walking speed even when no global positioning system signal is available. The developed portable system, Identifying Velocity and Load (IngVaL), is a cost effective alternative to commercially available pedobarography systems because it only uses three force sensing resistors. In this study, the IngVaL system was evaluated. The three variables investigated in this study were the sensor durability, the proportion of analyzable steps, and the linearity between the system output and the walking speed. METHODS: Data was collected from 40 participants, each of whom performed five walks at five different self-paced walking speeds. The linearity between the walking speed and step frequency measured with R(2) values was compared for the walking speed obtained ‘A’ only using amplitude data from the force sensors, ‘B’ that obtained only using the step frequency, and ‘C’ that obtained by combining amplitude data for each of the 40 test participants. RESULTS: Improvement of the wireless data transmission increased the percentage of analyzable steps from 83.1% measured with a prototype to 96.6% for IngVaL. The linearity comparison showed that the methods A, B, and C were accurate for 2, 15, and 23 participants, respectively. CONCLUSIONS: Increased sensor durability and a higher percentage of analyzed steps indicates that IngVaL is an improvement over the prototype system. The combined strategy of amplitude and step frequency was confirmed as the most accurate method. Korean Society of Medical Informatics 2018-04 2018-04-30 /pmc/articles/PMC5944186/ /pubmed/29770245 http://dx.doi.org/10.4258/hir.2018.24.2.118 Text en © 2018 The Korean Society of Medical Informatics http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Hellstrom, Per Anders Rickard
Åkerberg, Anna
Ekström, Martin
Folke, Mia
Evaluation of the IngVaL Pedobarography System for Monitoring of Walking Speed
title Evaluation of the IngVaL Pedobarography System for Monitoring of Walking Speed
title_full Evaluation of the IngVaL Pedobarography System for Monitoring of Walking Speed
title_fullStr Evaluation of the IngVaL Pedobarography System for Monitoring of Walking Speed
title_full_unstemmed Evaluation of the IngVaL Pedobarography System for Monitoring of Walking Speed
title_short Evaluation of the IngVaL Pedobarography System for Monitoring of Walking Speed
title_sort evaluation of the ingval pedobarography system for monitoring of walking speed
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5944186/
https://www.ncbi.nlm.nih.gov/pubmed/29770245
http://dx.doi.org/10.4258/hir.2018.24.2.118
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