A Method for Inverting Shallow Sea Acoustic Parameters Based on the Backward Feedback Neural Network Model

A Method for Inverting Shallow Sea Acoustic Parameters Based on the Backward Feedback Neural Network Model

In response to the drawbacks of low efficiency, cumbersome calculation, and easy-to-fall local optimal solutions in existing shallow water acoustic parameters inversion research, this paper proposes a shallow water acoustic parameters inversion method based on a feedback (BP) neural network model. F...

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Bibliographic Details
Main Authors: Hanhao Zhu, Zhiqiang Cui, Jia Liu, Shenghui Jiang, Xu Liu, Jiahui Wang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Journal of Marine Science and Engineering
Subjects:
back propagation (BP) neural network
fast field method (FFM)
inversion of ground acoustic parameters
optimization algorithm
shallow sea
sound field
Online Access:https://www.mdpi.com/2077-1312/11/7/1340

Internet

https://www.mdpi.com/2077-1312/11/7/1340

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