Level crossing control: a novel method using sound recognition

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

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Abstract

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.

Item Type:	Article (Journal)
Additional Information:	5928/31232
Uncontrolled Keywords:	Level crossing, Mel frequency cepstral coefficient (MFCC), recurrent neural network (RNN).
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User:	Dr. Md Mozasser Rahman
Date Deposited:	02 Aug 2013 15:31
Last Modified:	02 Aug 2013 15:31
URI:	http://irep.iium.edu.my/id/eprint/31232

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