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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Chulalongkorn University
2013
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/31232/1/Alim_2.pdf |
| _version_ | 1825647408216801280 |
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| 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 |
| collection | IIUM |
| 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. |
| first_indexed | 2024-03-05T23:17:10Z |
| format | Article |
| id | oai:generic.eprints.org:31232 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T23:17:10Z |
| publishDate | 2013 |
| publisher | Chulalongkorn University |
| record_format | dspace |
| spelling | oai:generic.eprints.org: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 |
| 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 |
| title | 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_short | Level crossing control: a novel method using sound recognition |
| title_sort | level crossing control a novel method using sound recognition |
| topic | TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices |
| url | http://irep.iium.edu.my/31232/1/Alim_2.pdf |
| work_keys_str_mv | AT alimsaburajibola levelcrossingcontrolanovelmethodusingsoundrecognition AT alangmdrashidnahrulkhair levelcrossingcontrolanovelmethodusingsoundrecognition AT rahmanmdmozasser levelcrossingcontrolanovelmethodusingsoundrecognition |