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A Comparative Evaluation of Inertial Sensors for Gait and Jump Analysis

Gait and jump anomalies are often used as indicators to identify the presence and state of disorders that involve motor symptoms. Physical tests are often performed in specialized laboratories, which offer reliable and accurate results, but require long and costly analyses performed by specialized p...

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Autores principales: Andrenacci, Isaia, Boccaccini, Riccardo, Bolzoni, Alice, Colavolpe, Giulio, Costantino, Cosimo, Federico, Michelangelo, Ugolini, Alessandro, Vannucci, Armando
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473286/
https://www.ncbi.nlm.nih.gov/pubmed/34577200
http://dx.doi.org/10.3390/s21185990
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author Andrenacci, Isaia
Boccaccini, Riccardo
Bolzoni, Alice
Colavolpe, Giulio
Costantino, Cosimo
Federico, Michelangelo
Ugolini, Alessandro
Vannucci, Armando
author_facet Andrenacci, Isaia
Boccaccini, Riccardo
Bolzoni, Alice
Colavolpe, Giulio
Costantino, Cosimo
Federico, Michelangelo
Ugolini, Alessandro
Vannucci, Armando
author_sort Andrenacci, Isaia
collection PubMed
description Gait and jump anomalies are often used as indicators to identify the presence and state of disorders that involve motor symptoms. Physical tests are often performed in specialized laboratories, which offer reliable and accurate results, but require long and costly analyses performed by specialized personnel. The use of inertial sensors for gait and jump evaluation offers an easy-to-use low-cost alternative, potentially applicable by the patients themselves at home. In this paper, we compared three inertial measurement units that are available on the market by means of well-known standardized tests for the evaluation of gait and jump behavior. The aim of the study was to highlight the strengths and weaknesses of each of the tested sensors, considered in different tests, by comparing data collected on two healthy subjects. Data were processed to identify the phases of the movement and the possible inaccuracies of each sensor. The analysis showed that some of the considered inertial units could be reliably used to identify the gait and jump phases and could be employed to detect anomalies, potentially suggesting the presence of disorders.
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spelling pubmed-84732862021-09-28 A Comparative Evaluation of Inertial Sensors for Gait and Jump Analysis Andrenacci, Isaia Boccaccini, Riccardo Bolzoni, Alice Colavolpe, Giulio Costantino, Cosimo Federico, Michelangelo Ugolini, Alessandro Vannucci, Armando Sensors (Basel) Article Gait and jump anomalies are often used as indicators to identify the presence and state of disorders that involve motor symptoms. Physical tests are often performed in specialized laboratories, which offer reliable and accurate results, but require long and costly analyses performed by specialized personnel. The use of inertial sensors for gait and jump evaluation offers an easy-to-use low-cost alternative, potentially applicable by the patients themselves at home. In this paper, we compared three inertial measurement units that are available on the market by means of well-known standardized tests for the evaluation of gait and jump behavior. The aim of the study was to highlight the strengths and weaknesses of each of the tested sensors, considered in different tests, by comparing data collected on two healthy subjects. Data were processed to identify the phases of the movement and the possible inaccuracies of each sensor. The analysis showed that some of the considered inertial units could be reliably used to identify the gait and jump phases and could be employed to detect anomalies, potentially suggesting the presence of disorders. MDPI 2021-09-07 /pmc/articles/PMC8473286/ /pubmed/34577200 http://dx.doi.org/10.3390/s21185990 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
Andrenacci, Isaia
Boccaccini, Riccardo
Bolzoni, Alice
Colavolpe, Giulio
Costantino, Cosimo
Federico, Michelangelo
Ugolini, Alessandro
Vannucci, Armando
A Comparative Evaluation of Inertial Sensors for Gait and Jump Analysis
title A Comparative Evaluation of Inertial Sensors for Gait and Jump Analysis
title_full A Comparative Evaluation of Inertial Sensors for Gait and Jump Analysis
title_fullStr A Comparative Evaluation of Inertial Sensors for Gait and Jump Analysis
title_full_unstemmed A Comparative Evaluation of Inertial Sensors for Gait and Jump Analysis
title_short A Comparative Evaluation of Inertial Sensors for Gait and Jump Analysis
title_sort comparative evaluation of inertial sensors for gait and jump analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473286/
https://www.ncbi.nlm.nih.gov/pubmed/34577200
http://dx.doi.org/10.3390/s21185990
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