A feature-compressed multi-task learning U-Net for shallow-water source localization in the presence of internal waves

P Qian, W Gan, H Niu, G Ji, Z Li, G Li - Applied Acoustics, 2023 - Elsevier
The spatiotemporal variation of sound speed profile caused by internal waves usually
causes the mismatch in the Matched-Field Processing (MFP) source localization. A feature …

Deep-learning geoacoustic inversion using multi-range vertical array data in shallow water

M Liu, H Niu, Z Li, Y Liu, Q Zhang - … Journal of the Acoustical Society of …, 2022 - pubs.aip.org
A multi-range vertical array data processing (MRP) method based on a convolutional neural
network (CNN) is proposed to estimate geoacoustic parameters in shallow water. The …

[HTML][HTML] Geoacoustic estimation of the seafloor sound speed profile in deep passive margin setting using standard multichannel seismic data

E Uzhansky, O Gadol, G Lang, B Katsnelson… - Journal of Marine …, 2021 - mdpi.com
Seafloor geoacoustic properties are important in determining sound propagation in the
marine environment, which broadly affects sub-sea activities. However, geoacoustic …

不确知海洋环境下的贝叶斯声源定位法

李倩倩, 李整林, 张仁和 - 声学学报, 2014 - jac.ac.cn
为了提高不确知海洋环境下的声源定位性能, 贝叶斯声源定位法将环境参数与声源位置同时反演
. 该方法利用遗传算法在参数空间中寻优, 将后验概率密度在环境参数起伏变化范围内积分 …

Feature visualizations in geoacoustic inversion using convolutional neural network

M Liu, H Niu, Z Li - Eighth Symposium on Novel …, 2022 - spiedigitallibrary.org
The acoustic signals propagating in different environments have distinct features which are
related to the geoacoustic parameters. A convolutional neural network (CNN) is applied to …

Influence of environmental conditions on the sound velocity ratio of seafloor surficial sediment

D Zou, Z Zeng, G Kan, W Liu, T Xiao - Journal of Ocean University of China, 2021 - Springer
In this work, we investigated the influences of salinity, temperature, and hydrostatic pressure
on the acoustics of seafloor surficial sediment by theoretically and experimentally analyzing …

利用简正波频散特征映射方法进行海洋环境参数反演

牛海强, 何利, 李整林, 张仁和, 南明星 - 声学学报, 2014 - jac.ac.cn
浅海波导中传播的脉冲信号可以通过频散特征映射方法(warping 变换) 进行简正波的有效分离,
这使得频散曲线的获取更加容易和准确. 利用简正波频散特征映射方法分析2010 …

A case study of geoacoustic inversion based on convolutional neural network using vertical array data

M Liu, H Niu, Z Li, Y Guo - 2022 5th International Conference …, 2022 - ieeexplore.ieee.org
Geoacoustic inversion is regarded as a global or local optimization problem for the
conventional matched-field inversion (MFI), while it is treated as a nonlinear regression …

[PDF][PDF] 深海海底山环境下声传播水平折射效应研究

李晟昊, 李整林, 李文, 秦继兴 - 物理学报, 2018 - wulixb.iphy.ac.cn
声波在深海海底山环境中传播时, 海底山会对声传播产生重要影响. 2016 年在南海深海进行了
一次海底山环境下的声传播实验, 观测到了由海底山引起的三维声传播效应, 本文利用BELLHOP …

The effects of vertical correlation characteristics on vertical array gain performance in deep water

F Dong, Z Li, Z Hu, S Wu - IEEE Journal of Oceanic …, 2022 - ieeexplore.ieee.org
Spatial correlation characteristics of sound field have significant impact on array gain.
Compared with the single-sensor receiving scenario, the vertical array with multiple …