Knee angle prediction during stair ascending gait of trans-femoral amputee: Neural networks application

For the Trans-femoral (TF) amputee, the biomechanics of stair gait can be analyzed in only the stair descending. The information of stair ascending gait can be evaluated for only the normal side. The study with TF amputee mostly referred to the stair ascending by leading with the normal side rather...

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Main Authors: Jutamat Pinitlertsakun, Warakorn Charoensuk
Other Authors: Mahidol University
Format: Conference or Workshop Item
Published: 2018
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/14125
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spelling th-mahidol.141252018-06-11T11:47:24Z Knee angle prediction during stair ascending gait of trans-femoral amputee: Neural networks application Jutamat Pinitlertsakun Warakorn Charoensuk Mahidol University Faculty of Medicine, Thammasat University Engineering For the Trans-femoral (TF) amputee, the biomechanics of stair gait can be analyzed in only the stair descending. The information of stair ascending gait can be evaluated for only the normal side. The study with TF amputee mostly referred to the stair ascending by leading with the normal side rather than the prosthetic side as there was none of prosthesis can be the leading side to climb up the stair so none of TF amputee can make the step over step climbing up the stair. Since there was none of prosthesis can be the leading side to climb up the stair, none of TF amputee can make the step over step climbing up the stair and hence none of the stair ascending gait prediction model has been studied in transfemoral amputee, this study is aiming to figure out the stair gait ascending pattern in transfemoral amputee which imitated by the healthy person. Then, the neural network model is constructed to predict the knee angle during stair ascending, in which purpose to integrate into the controller of the prosthetic knee component to assist the stair ascending gait. ©2012 IEEE. 2018-06-11T04:47:24Z 2018-06-11T04:47:24Z 2012-12-01 Conference Paper 5th 2012 Biomedical Engineering International Conference, BMEiCON 2012. (2012) 10.1109/BMEiCon.2012.6465492 2-s2.0-84875100585 https://repository.li.mahidol.ac.th/handle/123456789/14125 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84875100585&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Engineering
spellingShingle Engineering
Jutamat Pinitlertsakun
Warakorn Charoensuk
Knee angle prediction during stair ascending gait of trans-femoral amputee: Neural networks application
description For the Trans-femoral (TF) amputee, the biomechanics of stair gait can be analyzed in only the stair descending. The information of stair ascending gait can be evaluated for only the normal side. The study with TF amputee mostly referred to the stair ascending by leading with the normal side rather than the prosthetic side as there was none of prosthesis can be the leading side to climb up the stair so none of TF amputee can make the step over step climbing up the stair. Since there was none of prosthesis can be the leading side to climb up the stair, none of TF amputee can make the step over step climbing up the stair and hence none of the stair ascending gait prediction model has been studied in transfemoral amputee, this study is aiming to figure out the stair gait ascending pattern in transfemoral amputee which imitated by the healthy person. Then, the neural network model is constructed to predict the knee angle during stair ascending, in which purpose to integrate into the controller of the prosthetic knee component to assist the stair ascending gait. ©2012 IEEE.
author2 Mahidol University
author_facet Mahidol University
Jutamat Pinitlertsakun
Warakorn Charoensuk
format Conference or Workshop Item
author Jutamat Pinitlertsakun
Warakorn Charoensuk
author_sort Jutamat Pinitlertsakun
title Knee angle prediction during stair ascending gait of trans-femoral amputee: Neural networks application
title_short Knee angle prediction during stair ascending gait of trans-femoral amputee: Neural networks application
title_full Knee angle prediction during stair ascending gait of trans-femoral amputee: Neural networks application
title_fullStr Knee angle prediction during stair ascending gait of trans-femoral amputee: Neural networks application
title_full_unstemmed Knee angle prediction during stair ascending gait of trans-femoral amputee: Neural networks application
title_sort knee angle prediction during stair ascending gait of trans-femoral amputee: neural networks application
publishDate 2018
url https://repository.li.mahidol.ac.th/handle/123456789/14125
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