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

Kun-Chou Lee, Jhen Yan Jhang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish
Title of host publication2007 16th IEEE International Symposium on the Applications of Ferroelectrics, ISAF
DOIs
Publication statusPublished - 2007 Dec 1
EventOCEANS 2006 - Asia Pacific - , Singapore
Duration: 2007 May 162007 May 19

Publication series

NameOCEANS 2006 - Asia Pacific

Other

OtherOCEANS 2006 - Asia Pacific
CountrySingapore
Period07-05-1607-05-19

Fingerprint

Acoustic impedance
Sonar
Transducers
Neural networks

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Ocean Engineering

Cite this

Lee, K-C., & Jhang, J. Y. (2007). Mutual-impedance calculation for arrays of sonar transducers by integration on neural networks. In 2007 16th IEEE International Symposium on the Applications of Ferroelectrics, ISAF [4393844] (OCEANS 2006 - Asia Pacific). 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. 2007. (OCEANS 2006 - Asia Pacific).
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Lee, K-C & Jhang, JY 2007, Mutual-impedance calculation for arrays of sonar transducers by integration on neural networks. in 2007 16th IEEE International Symposium on the Applications of Ferroelectrics, ISAF., 4393844, OCEANS 2006 - Asia Pacific, 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. 2007. 4393844 (OCEANS 2006 - Asia Pacific).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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