Feasibility of a gait phase identification tool for transfemoral amputees using piezoelectric- based in-socket sensory system

Gait detection is crucial especially in active prosthetic leg control mechanism. Vision system, floor sensors, and wearable sensors are the popular methods proposed to collect data for gait detection. However, in active prosthetic leg control, a tool that is practical in its implementation and is ab...

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Main Authors: Jasni, Farahiyah, Hamzaid, Nur Azah, Yahya Al-Nusairi, Tawfik, Mohd Yusof, Nur Hidayah, Shasmin, Hanie Nadia
Format: Article
Language:English
English
English
Published: Institute of Electrical and Electronics Engineers Inc. 2019
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Online Access:http://irep.iium.edu.my/79675/1/79675_Feasibility%20of%20a%20Gait%20Phase.pdf
http://irep.iium.edu.my/79675/2/79675_Feasibility%20of%20a%20Gait%20Phase_SCOPUS.pdf
http://irep.iium.edu.my/79675/13/79675_Feasibility%20of%20a%20Gait%20Phase_WOS.pdf
http://irep.iium.edu.my/79675/
https://ieeexplore.ieee.org/document/8685196/authors#authors
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spelling my.iium.irep.796752020-03-19T15:07:32Z http://irep.iium.edu.my/79675/ Feasibility of a gait phase identification tool for transfemoral amputees using piezoelectric- based in-socket sensory system Jasni, Farahiyah Hamzaid, Nur Azah Yahya Al-Nusairi, Tawfik Mohd Yusof, Nur Hidayah Shasmin, Hanie Nadia T Technology (General) Gait detection is crucial especially in active prosthetic leg control mechanism. Vision system, floor sensors, and wearable sensors are the popular methods proposed to collect data for gait detection. However, in active prosthetic leg control, a tool that is practical in its implementation and is able to provide rich gait information is important for effective manipulation of the prosthetic leg. This paper aims to ascertain the feasibility of the piezoelectric-based in-socket sensory system that is hypothesized to be practical in implementation and provide sufficient information as a wearable gait detection tool for transfemoral prosthetic users. Fifteen sensors were instrumented to the anterior and posterior internal wall of a quadrilateral socket. One transfemoral amputee subject donned the instrumented socket and performed two walking routines; single stride and continuous walking. The sensors' responses from both routines were analyzed with respect to the gait phases. The results suggested that the sensors output signal corresponds to the force components behavior of the stump while performing gait. All sensors were seen active during the first double support period (DS1). The anterior sensors were prominent during the initial swing (Sw), while posterior sensors were active during terminal Sw. These findings correspond with the muscle activity during the respective phases. Besides, the sensors also show significant pattern during single support and the second double support (DS2) phase. Thus, it can be deduced that the proposed sensory system is feasible to be used as a gait phase identification tool. © 2019 IEEE. Institute of Electrical and Electronics Engineers Inc. 2019-08-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/79675/1/79675_Feasibility%20of%20a%20Gait%20Phase.pdf application/pdf en http://irep.iium.edu.my/79675/2/79675_Feasibility%20of%20a%20Gait%20Phase_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/79675/13/79675_Feasibility%20of%20a%20Gait%20Phase_WOS.pdf Jasni, Farahiyah and Hamzaid, Nur Azah and Yahya Al-Nusairi, Tawfik and Mohd Yusof, Nur Hidayah and Shasmin, Hanie Nadia (2019) Feasibility of a gait phase identification tool for transfemoral amputees using piezoelectric- based in-socket sensory system. IEEE Sensors Journal, 19 (5). pp. 6437-6444. ISSN 1530-437X https://ieeexplore.ieee.org/document/8685196/authors#authors
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
English
topic T Technology (General)
spellingShingle T Technology (General)
Jasni, Farahiyah
Hamzaid, Nur Azah
Yahya Al-Nusairi, Tawfik
Mohd Yusof, Nur Hidayah
Shasmin, Hanie Nadia
Feasibility of a gait phase identification tool for transfemoral amputees using piezoelectric- based in-socket sensory system
description Gait detection is crucial especially in active prosthetic leg control mechanism. Vision system, floor sensors, and wearable sensors are the popular methods proposed to collect data for gait detection. However, in active prosthetic leg control, a tool that is practical in its implementation and is able to provide rich gait information is important for effective manipulation of the prosthetic leg. This paper aims to ascertain the feasibility of the piezoelectric-based in-socket sensory system that is hypothesized to be practical in implementation and provide sufficient information as a wearable gait detection tool for transfemoral prosthetic users. Fifteen sensors were instrumented to the anterior and posterior internal wall of a quadrilateral socket. One transfemoral amputee subject donned the instrumented socket and performed two walking routines; single stride and continuous walking. The sensors' responses from both routines were analyzed with respect to the gait phases. The results suggested that the sensors output signal corresponds to the force components behavior of the stump while performing gait. All sensors were seen active during the first double support period (DS1). The anterior sensors were prominent during the initial swing (Sw), while posterior sensors were active during terminal Sw. These findings correspond with the muscle activity during the respective phases. Besides, the sensors also show significant pattern during single support and the second double support (DS2) phase. Thus, it can be deduced that the proposed sensory system is feasible to be used as a gait phase identification tool. © 2019 IEEE.
format Article
author Jasni, Farahiyah
Hamzaid, Nur Azah
Yahya Al-Nusairi, Tawfik
Mohd Yusof, Nur Hidayah
Shasmin, Hanie Nadia
author_facet Jasni, Farahiyah
Hamzaid, Nur Azah
Yahya Al-Nusairi, Tawfik
Mohd Yusof, Nur Hidayah
Shasmin, Hanie Nadia
author_sort Jasni, Farahiyah
title Feasibility of a gait phase identification tool for transfemoral amputees using piezoelectric- based in-socket sensory system
title_short Feasibility of a gait phase identification tool for transfemoral amputees using piezoelectric- based in-socket sensory system
title_full Feasibility of a gait phase identification tool for transfemoral amputees using piezoelectric- based in-socket sensory system
title_fullStr Feasibility of a gait phase identification tool for transfemoral amputees using piezoelectric- based in-socket sensory system
title_full_unstemmed Feasibility of a gait phase identification tool for transfemoral amputees using piezoelectric- based in-socket sensory system
title_sort feasibility of a gait phase identification tool for transfemoral amputees using piezoelectric- based in-socket sensory system
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2019
url http://irep.iium.edu.my/79675/1/79675_Feasibility%20of%20a%20Gait%20Phase.pdf
http://irep.iium.edu.my/79675/2/79675_Feasibility%20of%20a%20Gait%20Phase_SCOPUS.pdf
http://irep.iium.edu.my/79675/13/79675_Feasibility%20of%20a%20Gait%20Phase_WOS.pdf
http://irep.iium.edu.my/79675/
https://ieeexplore.ieee.org/document/8685196/authors#authors
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score 13.160551