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Article

HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU

1
SRT Department, EISLAB, Luleå University of Technology, 97187 Luleå, Sweden
2
College of Engineering, University of Information Technology and Communications, Baghdad 10013, Iraq
3
School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University, Bentley, WA 6102, Australia
4
Rehabilitation Medical Center and Joint Diseases, Baghdad 10001, Iraq
*
Author to whom correspondence should be addressed.
Sensors 2021, 21(23), 8148; https://doi.org/10.3390/s21238148
Submission received: 14 October 2021 / Revised: 2 December 2021 / Accepted: 2 December 2021 / Published: 6 December 2021
(This article belongs to the Section Internet of Things)

Abstract

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.
Keywords: head control; cerebral palsy; rehabilitation; inertial measurement unit; head movement measurement; health; disability; sensor fusion algorithm head control; cerebral palsy; rehabilitation; inertial measurement unit; head movement measurement; health; disability; sensor fusion algorithm

Share and Cite

MDPI and ACS Style

Al-azzawi, S.S.; Khaksar, S.; Hadi, E.K.; Agrawal, H.; Murray, I. HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU. Sensors 2021, 21, 8148. https://doi.org/10.3390/s21238148

AMA Style

Al-azzawi SS, Khaksar S, Hadi EK, Agrawal H, Murray I. HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU. Sensors. 2021; 21(23):8148. https://doi.org/10.3390/s21238148

Chicago/Turabian Style

Al-azzawi, Sana Sabah, Siavash Khaksar, Emad Khdhair Hadi, Himanshu Agrawal, and Iain Murray. 2021. "HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU" Sensors 21, no. 23: 8148. https://doi.org/10.3390/s21238148

APA Style

Al-azzawi, S. S., Khaksar, S., Hadi, E. K., Agrawal, H., & Murray, I. (2021). HeadUp: A Low-Cost Solution for Tracking Head Movement of Children with Cerebral Palsy Using IMU. Sensors, 21(23), 8148. https://doi.org/10.3390/s21238148

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