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A review on development of neural network system for gait analysis

The 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012) jointly organized by Universiti Malaysia Perlis and Athlone Institute of Technology in collaboration with The Ministry of Higher Education (MOHE) Malaysia, Education Malaysia and Malay...

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Main Authors: Yufridin, Wahab, Dr, Aimi Salihah, Abdul Nasir, Norantanum, Abu Bakar, Barzila Harliana, Bidin
Other Authors: yufridin@unimap.edu.my
Format: Working Paper
Language:English
Published: Universiti Malaysia Perlis (UniMAP) 2013
Subjects:
Gait analysis
Gait assessment
Neural network
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/30512
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spelling my.unimap-305122013-12-13T08:42:31Z A review on development of neural network system for gait analysis Yufridin, Wahab, Dr Aimi Salihah, Abdul Nasir Norantanum, Abu Bakar Barzila Harliana, Bidin yufridin@unimap.edu.my aimi_salihah@yahoo.com anum.nab@gmail.com bazila.harliana@gmail.com Gait analysis Gait assessment Neural network The 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012) jointly organized by Universiti Malaysia Perlis and Athlone Institute of Technology in collaboration with The Ministry of Higher Education (MOHE) Malaysia, Education Malaysia and Malaysia Postgraduates Student Association Ireland (MyPSI), 18th - 19th June 2012 at Putra World Trade Center (PWTC), Kuala Lumpur, Malaysia. This paper presents the application of Neural Network (NN) system for classification of human gait analysis. This NN will classify the human gait either normal or abnormal. This NN will use Multilayer Perceptron (MLP) neural network for the classification. There are total 3 main features that consist of heel strike, toe-off and Minimum Foot Clearance (MFC) based features had been extracted from normal and abnormal clearance versus time graphs and used as the neural network inputs for the classification process. The training algorithm namely Levenberg-Marquardt was employed to train the MLP network. 2013-12-13T08:42:31Z 2013-12-13T08:42:31Z 2012-06-18 Working Paper p. 975 - 979 978-967-5760-11-2 http://hdl.handle.net/123456789/30512 en Proceedings of the The 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012); Universiti Malaysia Perlis (UniMAP)
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Gait analysis
Gait assessment
Neural network
spellingShingle Gait analysis
Gait assessment
Neural network
Yufridin, Wahab, Dr
Aimi Salihah, Abdul Nasir
Norantanum, Abu Bakar
Barzila Harliana, Bidin
A review on development of neural network system for gait analysis
description The 2nd International Malaysia-Ireland Joint Symposium on Engineering, Science and Business 2012 (IMiEJS2012) jointly organized by Universiti Malaysia Perlis and Athlone Institute of Technology in collaboration with The Ministry of Higher Education (MOHE) Malaysia, Education Malaysia and Malaysia Postgraduates Student Association Ireland (MyPSI), 18th - 19th June 2012 at Putra World Trade Center (PWTC), Kuala Lumpur, Malaysia.
author2 yufridin@unimap.edu.my
author_facet yufridin@unimap.edu.my
Yufridin, Wahab, Dr
Aimi Salihah, Abdul Nasir
Norantanum, Abu Bakar
Barzila Harliana, Bidin
format Working Paper
author Yufridin, Wahab, Dr
Aimi Salihah, Abdul Nasir
Norantanum, Abu Bakar
Barzila Harliana, Bidin
author_sort Yufridin, Wahab, Dr
title A review on development of neural network system for gait analysis
title_short A review on development of neural network system for gait analysis
title_full A review on development of neural network system for gait analysis
title_fullStr A review on development of neural network system for gait analysis
title_full_unstemmed A review on development of neural network system for gait analysis
title_sort review on development of neural network system for gait analysis
publisher Universiti Malaysia Perlis (UniMAP)
publishDate 2013
url http://dspace.unimap.edu.my/xmlui/handle/123456789/30512
_version_ 1643795657948921856
score 13.222552

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