Level crossing control: a novel method using sound recognition

The level crossing (LX) or railway crossing being an intersection between a public road and a railway line, can be controlled actively or passively. Sound recognition can be used to actively control a level crossing. A system is proposed in this study for the use of sound to control a LX. This propo...

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Main Authors:	Alim, Sabur Ajibola, Alang Md Rashid, Nahrul Khair, Rahman , Md Mozasser
Format:	Article
Language:	English
Published:	Chulalongkorn University 2013
Subjects:	TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Online Access:	http://irep.iium.edu.my/31232/ http://irep.iium.edu.my/31232/ http://irep.iium.edu.my/31232/ http://irep.iium.edu.my/31232/1/Alim_2.pdf

id	iium-31232
recordtype	eprints
spelling	iium-312322013-08-02T07:31:50Z http://irep.iium.edu.my/31232/ Level crossing control: a novel method using sound recognition Alim, Sabur Ajibola Alang Md Rashid, Nahrul Khair Rahman , Md Mozasser TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices The level crossing (LX) or railway crossing being an intersection between a public road and a railway line, can be controlled actively or passively. Sound recognition can be used to actively control a level crossing. A system is proposed in this study for the use of sound to control a LX. This proposed system uses Mel Frequency Cepstral Coefficient (MFCC) as feature extractor, and Recurrent Neural Network (RNN) as classifier. The proposed system has shown a great potential that could be harnessed to contribute to the reduction in the loss of lives and properties at the LX. Chulalongkorn University 2013-07-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/31232/1/Alim_2.pdf Alim, Sabur Ajibola and Alang Md Rashid, Nahrul Khair and Rahman , Md Mozasser (2013) Level crossing control: a novel method using sound recognition. Engineering Journal, 17 (3). pp. 113-118. ISSN 0125-8281 http://engj.org/index.php/ej/article/view/364 10.4186/ej.2013.17.3.113
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
spellingShingle	TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices Alim, Sabur Ajibola Alang Md Rashid, Nahrul Khair Rahman , Md Mozasser Level crossing control: a novel method using sound recognition
description	The level crossing (LX) or railway crossing being an intersection between a public road and a railway line, can be controlled actively or passively. Sound recognition can be used to actively control a level crossing. A system is proposed in this study for the use of sound to control a LX. This proposed system uses Mel Frequency Cepstral Coefficient (MFCC) as feature extractor, and Recurrent Neural Network (RNN) as classifier. The proposed system has shown a great potential that could be harnessed to contribute to the reduction in the loss of lives and properties at the LX.
format	Article
author	Alim, Sabur Ajibola Alang Md Rashid, Nahrul Khair Rahman , Md Mozasser
author_facet	Alim, Sabur Ajibola Alang Md Rashid, Nahrul Khair Rahman , Md Mozasser
author_sort	Alim, Sabur Ajibola
title	Level crossing control: a novel method using sound recognition
title_short	Level crossing control: a novel method using sound recognition
title_full	Level crossing control: a novel method using sound recognition
title_fullStr	Level crossing control: a novel method using sound recognition
title_full_unstemmed	Level crossing control: a novel method using sound recognition
title_sort	level crossing control: a novel method using sound recognition
publisher	Chulalongkorn University
publishDate	2013
url	http://irep.iium.edu.my/31232/ http://irep.iium.edu.my/31232/ http://irep.iium.edu.my/31232/ http://irep.iium.edu.my/31232/1/Alim_2.pdf
first_indexed	2023-09-18T20:45:29Z
last_indexed	2023-09-18T20:45:29Z
_version_	1777409646619787264

Level crossing control: a novel method using sound recognition

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