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HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU
Cerebral palsy (CP) is a common reason for human motor ability limitations caused before birth, through infancy or early childhood. Poor head control is one of the most important problems in children with level IV CP and level V CP, which can affect many aspects of children’s lives. The current visu...
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/PMC8662411/ https://www.ncbi.nlm.nih.gov/pubmed/34884148 http://dx.doi.org/10.3390/s21238148 |
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author | Al-azzawi, Sana Sabah Khaksar, Siavash Hadi, Emad Khdhair Agrawal, Himanshu Murray, Iain |
author_facet | Al-azzawi, Sana Sabah Khaksar, Siavash Hadi, Emad Khdhair Agrawal, Himanshu Murray, Iain |
author_sort | Al-azzawi, Sana Sabah |
collection | PubMed |
description | Cerebral palsy (CP) is a common reason for human motor ability limitations caused before birth, through infancy or early childhood. Poor head control is one of the most important problems in children with level IV CP and level V CP, which can affect many aspects of children’s lives. The current visual assessment method for measuring head control ability and cervical range of motion (CROM) lacks accuracy and reliability. In this paper, a HeadUp system that is based on a low-cost, 9-axis, inertial measurement unit (IMU) is proposed to capture and evaluate the head control ability for children with CP. The proposed system wirelessly measures CROM in frontal, sagittal, and transverse planes during ordinary life activities. The system is designed to provide real-time, bidirectional communication with an Euler-based, sensor fusion algorithm (SFA) to estimate the head orientation and its control ability tracking. The experimental results for the proposed SFA show high accuracy in noise reduction with faster system response. The system is clinically tested on five typically developing children and five children with CP (age range: 2–5 years). The proposed HeadUp system can be implemented as a head control trainer in an entertaining way to motivate the child with CP to keep their head up. |
format | Online Article Text |
id | pubmed-8662411 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86624112021-12-11 HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU Al-azzawi, Sana Sabah Khaksar, Siavash Hadi, Emad Khdhair Agrawal, Himanshu Murray, Iain Sensors (Basel) Article Cerebral palsy (CP) is a common reason for human motor ability limitations caused before birth, through infancy or early childhood. Poor head control is one of the most important problems in children with level IV CP and level V CP, which can affect many aspects of children’s lives. The current visual assessment method for measuring head control ability and cervical range of motion (CROM) lacks accuracy and reliability. In this paper, a HeadUp system that is based on a low-cost, 9-axis, inertial measurement unit (IMU) is proposed to capture and evaluate the head control ability for children with CP. The proposed system wirelessly measures CROM in frontal, sagittal, and transverse planes during ordinary life activities. The system is designed to provide real-time, bidirectional communication with an Euler-based, sensor fusion algorithm (SFA) to estimate the head orientation and its control ability tracking. The experimental results for the proposed SFA show high accuracy in noise reduction with faster system response. The system is clinically tested on five typically developing children and five children with CP (age range: 2–5 years). The proposed HeadUp system can be implemented as a head control trainer in an entertaining way to motivate the child with CP to keep their head up. MDPI 2021-12-06 /pmc/articles/PMC8662411/ /pubmed/34884148 http://dx.doi.org/10.3390/s21238148 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 Al-azzawi, Sana Sabah Khaksar, Siavash Hadi, Emad Khdhair Agrawal, Himanshu Murray, Iain HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU |
title | HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU |
title_full | HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU |
title_fullStr | HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU |
title_full_unstemmed | HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU |
title_short | HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU |
title_sort | headup: a low-cost solution for tracking head movement of children with cerebral palsy using imu |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8662411/ https://www.ncbi.nlm.nih.gov/pubmed/34884148 http://dx.doi.org/10.3390/s21238148 |
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