Near-Field Geoacoustic Inversion Using Bottom Reflection Signals via Self-Attention Mechanism

Near-Field Geoacoustic Inversion Using Bottom Reflection Signals via Self-Attention Mechanism

Geoacoustic inversion typically involves the collection of far-field underwater acoustic data to obtain seabed geoacoustic parameters using empirical formulas and matched field inversion (MFI) techniques. However, acoustic data propagated over long distances can introduce inevitable errors in invers...

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Bibliographic Details
Main Authors: Yuxuan Ma, Xiaobo Zhang, Fukun Jiang, Zhengrong Wei, Chenguang Liu
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Geoacoustic inversion
near-field bottom reflection signal
self-attention mechanism
wavenumber integration
Online Access:https://ieeexplore.ieee.org/document/10538361/
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