Study on the Method of Channel Siltation Recognition Based on SVM
Authors
Xun Zhang1, Wenhai Xu, Lili Dong, Wenyan Tang
1Department of Automatic Testing and Control, Harbin Institute of Technology
Corresponding Author
Xun Zhang
Available Online October 2007.
- 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/).
Cite this article
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 -