Mutual-impedance calculation for arrays of sonar transducers by integration on neural networks

Kun-Chou Lee, Jhen Yan Jhang

研究成果: Conference contribution

摘要

In this paper, the mutual-impedances within arrays of sonar transducers are calculated by integration on neural networks. The multi-dimensional integrations appearing in mutual-impedance formulations are replaced by integration on neural networks. Initially, the integrand is modeled by a trained neural network. The multi-dimensional integrations on the integrand can then be replaced by integrations on the output of neural network. Neither numerical nor artificial integration operation is required. With this replacement, the computation efforts are well reduced. Numerical examples show that the results calculated by the proposed method in this paper are consistent with those calculated by other existing studies. The method proposed in this paper can be easily applied to many other engineering problems.

原文English
主出版物標題2007 16th IEEE International Symposium on the Applications of Ferroelectrics, ISAF
發行者IEEE Computer Society
ISBN(列印)1424401380, 9781424401383
DOIs
出版狀態Published - 2006 一月 1
事件OCEANS 2006 - Asia Pacific - , Singapore
持續時間: 2007 五月 162007 五月 19

出版系列

名字OCEANS 2006 - Asia Pacific

Other

OtherOCEANS 2006 - Asia Pacific
國家Singapore
期間07-05-1607-05-19

指紋

Acoustic impedance
Sonar
Transducers
Neural networks

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Ocean Engineering

引用此文

Lee, K-C., & Jhang, J. Y. (2006). Mutual-impedance calculation for arrays of sonar transducers by integration on neural networks. 於 2007 16th IEEE International Symposium on the Applications of Ferroelectrics, ISAF [4393844] (OCEANS 2006 - Asia Pacific). IEEE Computer Society. https://doi.org/10.1109/OCEANSAP.2006.4393844
Lee, Kun-Chou ; Jhang, Jhen Yan. / Mutual-impedance calculation for arrays of sonar transducers by integration on neural networks. 2007 16th IEEE International Symposium on the Applications of Ferroelectrics, ISAF. IEEE Computer Society, 2006. (OCEANS 2006 - Asia Pacific).
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Lee, K-C & Jhang, JY 2006, Mutual-impedance calculation for arrays of sonar transducers by integration on neural networks. 於 2007 16th IEEE International Symposium on the Applications of Ferroelectrics, ISAF., 4393844, OCEANS 2006 - Asia Pacific, IEEE Computer Society, OCEANS 2006 - Asia Pacific, Singapore, 07-05-16. https://doi.org/10.1109/OCEANSAP.2006.4393844

Mutual-impedance calculation for arrays of sonar transducers by integration on neural networks. / Lee, Kun-Chou; Jhang, Jhen Yan.

2007 16th IEEE International Symposium on the Applications of Ferroelectrics, ISAF. IEEE Computer Society, 2006. 4393844 (OCEANS 2006 - Asia Pacific).

研究成果: Conference contribution

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Lee K-C, Jhang JY. Mutual-impedance calculation for arrays of sonar transducers by integration on neural networks. 於 2007 16th IEEE International Symposium on the Applications of Ferroelectrics, ISAF. IEEE Computer Society. 2006. 4393844. (OCEANS 2006 - Asia Pacific). https://doi.org/10.1109/OCEANSAP.2006.4393844