Deep Learning-Driven Vector Acoustic Field Inversion : Intelligent Estimation of Shallow-Water Sediment Parameters and Normal-Mode Dispersion Curve Prediction
Language: English
Published by Scholars' Press, 2025
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 94.04
Quantity: 1 available
Add to basketItem description from seller
nach der Bestellung gedruckt Neuware - Printed after ordering - This monograph presents a deep learning framework for seabed characterization by fusing vector acoustic field physics with neural networks. It introduces Stokes parameters from vector hydrophones as robust features for geoacoustic inversion, and develops specialized networks (BP, MTL-TCN, U-Net + ATT-BP) to estimate sediment parameters and extract dispersion curves. Validated in the Yellow Sea, the method achieves core-comparable accuracy in minutes, significantly outperforming traditional techniques in speed and robustness. The work highlights the synergy between physical principles and data-driven learning, offering a scalable solution for real-time seabed mapping and advancing autonomous ocean sensing.
Seller Inventory # 9786209141508
- Title
- Deep Learning-Driven Vector Acoustic Field Inversion : Intelligent Estimation of Shallow-Water Sediment Parameters and Normal-Mode Dispersion Curve Prediction
- Author
- Xiaoman Li
- Publisher
- Scholars' Press
- Publication year
- 2025
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 6209141501
- ISBN 13
- 9786209141508
- Item weight
- 459 grams
- Dimensions
- 220x150x18 mm
"Synopsis" may belong to another edition of this title.
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