Study on the Method of Channel Siltation Recognition Based on SVM

DOI

10.2991/iske.2007.156How to use a DOI?

Keywords

Channel siltation; transducer arrays; support vector machine (SVM); optimum receiver .

Abstract

A method to recognize the channel siltation using support vector machine (SVM) was developed. The method was based on the system that the transducer arrays were laid out respectively on each side of the channel. Through the analysis of sonar signal acquired by data acquisition unit, the features to recognize the siltation were extracted. By recognizing verification of the siltation in one channel, the results showed that the method could recognize the channel siltaion correctly. Compare with the traditional approaches of ANN, the method has the advantages of high recognition precision (>90%)

Copyright

© 2007, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Xun Zhang
AU  - Wenhai Xu
AU  - Lili Dong
AU  - Wenyan Tang
PY  - 2007/10
DA  - 2007/10
TI  - Study on the Method of Channel Siltation Recognition Based on SVM
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 921
EP  - 925
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.156
DO  - 10.2991/iske.2007.156
ID  - Zhang2007/10
ER  -