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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...

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Autores principales: Cavallo, Andrea, Foster, Nathan C., Balasubramanian, Karthikeyan Kalyanasundaram, Merello, Andrea, Zini, Giorgio, Crepaldi, Marco, Becchio, Cristina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
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.
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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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