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A low-cost stand-alone platform for measuring motor behavior across developmental applications
Motion tracking provides unique insights into motor, cognitive, and social development by capturing subtle variations into how movements are planned and controlled. Here, we present a low-cost, wearable movement measurement platform, KiD, specifically designed for tracking the movements of infants a...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8258968/ https://www.ncbi.nlm.nih.gov/pubmed/34258565 http://dx.doi.org/10.1016/j.isci.2021.102742 |
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author | Cavallo, Andrea Foster, Nathan C. Balasubramanian, Karthikeyan Kalyanasundaram Merello, Andrea Zini, Giorgio Crepaldi, Marco Becchio, Cristina |
author_facet | Cavallo, Andrea Foster, Nathan C. Balasubramanian, Karthikeyan Kalyanasundaram Merello, Andrea Zini, Giorgio Crepaldi, Marco Becchio, Cristina |
author_sort | Cavallo, Andrea |
collection | PubMed |
description | Motion tracking provides unique insights into motor, cognitive, and social development by capturing subtle variations into how movements are planned and controlled. Here, we present a low-cost, wearable movement measurement platform, KiD, specifically designed for tracking the movements of infants and children in a variety of natural settings. KiD consists of a small, lightweight sensor containing a nine-axis inertial measurement unit plus an integrated processor for computing rotations. Measurements of three-dimensional acceleration using KiD compare well with those of current state-of-the-art optical motion capture systems. As a proof of concept, we demonstrate successful classification of different types of sinusoidal right arm movements using KiD. |
format | Online Article Text |
id | pubmed-8258968 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-82589682021-07-12 A low-cost stand-alone platform for measuring motor behavior across developmental applications Cavallo, Andrea Foster, Nathan C. Balasubramanian, Karthikeyan Kalyanasundaram Merello, Andrea Zini, Giorgio Crepaldi, Marco Becchio, Cristina iScience Article Motion tracking provides unique insights into motor, cognitive, and social development by capturing subtle variations into how movements are planned and controlled. Here, we present a low-cost, wearable movement measurement platform, KiD, specifically designed for tracking the movements of infants and children in a variety of natural settings. KiD consists of a small, lightweight sensor containing a nine-axis inertial measurement unit plus an integrated processor for computing rotations. Measurements of three-dimensional acceleration using KiD compare well with those of current state-of-the-art optical motion capture systems. As a proof of concept, we demonstrate successful classification of different types of sinusoidal right arm movements using KiD. Elsevier 2021-06-17 /pmc/articles/PMC8258968/ /pubmed/34258565 http://dx.doi.org/10.1016/j.isci.2021.102742 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Cavallo, Andrea Foster, Nathan C. Balasubramanian, Karthikeyan Kalyanasundaram Merello, Andrea Zini, Giorgio Crepaldi, Marco Becchio, Cristina A low-cost stand-alone platform for measuring motor behavior across developmental applications |
title | A low-cost stand-alone platform for measuring motor behavior across developmental applications |
title_full | A low-cost stand-alone platform for measuring motor behavior across developmental applications |
title_fullStr | A low-cost stand-alone platform for measuring motor behavior across developmental applications |
title_full_unstemmed | A low-cost stand-alone platform for measuring motor behavior across developmental applications |
title_short | A low-cost stand-alone platform for measuring motor behavior across developmental applications |
title_sort | low-cost stand-alone platform for measuring motor behavior across developmental applications |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8258968/ https://www.ncbi.nlm.nih.gov/pubmed/34258565 http://dx.doi.org/10.1016/j.isci.2021.102742 |
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