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A Doppler-Tolerant Ultrasonic Multiple Access Localization System for Human Gait Analysis

Ranging based on ultrasonic sensors can be used for tracking wearable mobile nodes accurately for a long duration and can be a cost-effective method for human movement analysis in rehabilitation clinics. In this paper, we present a Doppler-tolerant ultrasonic multiple access localization system to a...

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Detalles Bibliográficos
Autores principales: Ashhar, Karalikkadan, Khyam, Mohammad Omar, Soh, Cheong Boon, Kong, Keng He
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6111725/
https://www.ncbi.nlm.nih.gov/pubmed/30060515
http://dx.doi.org/10.3390/s18082447
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author Ashhar, Karalikkadan
Khyam, Mohammad Omar
Soh, Cheong Boon
Kong, Keng He
author_facet Ashhar, Karalikkadan
Khyam, Mohammad Omar
Soh, Cheong Boon
Kong, Keng He
author_sort Ashhar, Karalikkadan
collection PubMed
description Ranging based on ultrasonic sensors can be used for tracking wearable mobile nodes accurately for a long duration and can be a cost-effective method for human movement analysis in rehabilitation clinics. In this paper, we present a Doppler-tolerant ultrasonic multiple access localization system to analyze gait parameters in human subjects. We employ multiple access methods using linear chirp wave-forms and narrow-band piezoelectric transducers. A Doppler shift compensation Technique is also incorporated without compromising on the tracking accuracy. The system developed was used for tracking the trajectory of both lower limbs of five healthy adults during a treadmill walk. An optical motion capture system was used as the reference to compare the performance. The average Root Mean Square Error values between the 3D coordinates estimated from the proposed system and the reference system while tracking both lower limbs during treadmill walk experiment by 5 subjects were found to be 16.75, 14.68 and 20.20 mm respectively along X, Y and Z-directions. Errors in the estimation of spatial and temporal parameters from the proposed system were also quantified. These promising results show that narrowband ultrasonic sensors can be utilized to accurately track more than one mobile node for human gait analysis.
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spelling pubmed-61117252018-08-30 A Doppler-Tolerant Ultrasonic Multiple Access Localization System for Human Gait Analysis Ashhar, Karalikkadan Khyam, Mohammad Omar Soh, Cheong Boon Kong, Keng He Sensors (Basel) Article Ranging based on ultrasonic sensors can be used for tracking wearable mobile nodes accurately for a long duration and can be a cost-effective method for human movement analysis in rehabilitation clinics. In this paper, we present a Doppler-tolerant ultrasonic multiple access localization system to analyze gait parameters in human subjects. We employ multiple access methods using linear chirp wave-forms and narrow-band piezoelectric transducers. A Doppler shift compensation Technique is also incorporated without compromising on the tracking accuracy. The system developed was used for tracking the trajectory of both lower limbs of five healthy adults during a treadmill walk. An optical motion capture system was used as the reference to compare the performance. The average Root Mean Square Error values between the 3D coordinates estimated from the proposed system and the reference system while tracking both lower limbs during treadmill walk experiment by 5 subjects were found to be 16.75, 14.68 and 20.20 mm respectively along X, Y and Z-directions. Errors in the estimation of spatial and temporal parameters from the proposed system were also quantified. These promising results show that narrowband ultrasonic sensors can be utilized to accurately track more than one mobile node for human gait analysis. MDPI 2018-07-27 /pmc/articles/PMC6111725/ /pubmed/30060515 http://dx.doi.org/10.3390/s18082447 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ashhar, Karalikkadan
Khyam, Mohammad Omar
Soh, Cheong Boon
Kong, Keng He
A Doppler-Tolerant Ultrasonic Multiple Access Localization System for Human Gait Analysis
title A Doppler-Tolerant Ultrasonic Multiple Access Localization System for Human Gait Analysis
title_full A Doppler-Tolerant Ultrasonic Multiple Access Localization System for Human Gait Analysis
title_fullStr A Doppler-Tolerant Ultrasonic Multiple Access Localization System for Human Gait Analysis
title_full_unstemmed A Doppler-Tolerant Ultrasonic Multiple Access Localization System for Human Gait Analysis
title_short A Doppler-Tolerant Ultrasonic Multiple Access Localization System for Human Gait Analysis
title_sort doppler-tolerant ultrasonic multiple access localization system for human gait analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6111725/
https://www.ncbi.nlm.nih.gov/pubmed/30060515
http://dx.doi.org/10.3390/s18082447
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