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: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Chulalongkorn University
2013
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/31232/1/Alim_2.pdf http://irep.iium.edu.my/31232/ http://engj.org/index.php/ej/article/view/364 |
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| Summary: | 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. |
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