[HTML][HTML] Source localization in the deep ocean using a convolutional neural network

W Liu, Y Yang, M Xu, L Lü, Z Liu, Y Shi - The Journal of the Acoustical …, 2020 - pubs.aip.org
In deep-sea source localization, some of the existing methods only estimate the source
range, while the others produce large errors in distance estimation when estimating both the …

Passive source localization based on multipath arrival angles with a vertical line array using sparse Bayesian learning

Y Qi, S Zhou, Z Luo, C Liu, S Du, J Dun… - The Journal of the …, 2023 - pubs.aip.org
In deep water, multipath time delays or frequency-domain interference periods of the
acoustic intensity combined with multipath arrival angles are typically used for source …

Passive source depth estimation using beam intensity striations of a horizontal linear array in deep water

Y Wu, P Li, W Guo, B Zhang, Z Hu - … Journal of the Acoustical Society of …, 2023 - pubs.aip.org
Source depth estimation is an important yet very difficult task for passive sonars, especially
for horizontal linear arrays (HLAs). This paper proposes an efficient two-step depth …

Source depth estimation using spectral transformations and convolutional neural network in a deep-sea environment

W Wang, Z Wang, L Su, T Hu, Q Ren… - The Journal of the …, 2020 - pubs.aip.org
Multiple approaches for depth estimation in deep-ocean environments are discussed. First,
a multispectral transformation for depth estimation (MSTDE) method based on the low …

Sources depth estimation for a tonal source by matching the interference structure in the arrival angle domain

Y Qi, S Zhou, C Liu - The Journal of the Acoustical Society of America, 2023 - pubs.aip.org
A publication by McCargar and Zurk [J. Acoust. Soc. Am. 133 (4), EL320–EL325 (2013)]
introduced a passive source depth estimation method for a moving tonal source with a …

[HTML][HTML] Passive broadband source depth estimation in the deep ocean using a single vector sensor

Y Qi, S Zhou, Y Liang, S Du, C Liu - … Journal of the Acoustical Society of …, 2020 - pubs.aip.org
For an acoustic receiver deployed at the bottom of the direct arrival zone of a submerged
source at short horizontal ranges in deep ocean, the interference pattern of the direct and …

[HTML][HTML] Research on the broadband source localization of a vector hydrophone vertical line array in the deep sea

Y Liang, Y Chen, Z Meng, Y Lu, J Wang, S Ma, X Hu… - Ocean …, 2023 - Elsevier
This paper develops an approach that estimates the range and depth of a broadband source
by adopting the vector hydrophone vertical array (VHVA) in the deep ocean. The sound field …

Matched beam-intensity processing for a deep vertical line array

G Zheng, TC Yang, Q Ma, S Du - The Journal of the Acoustical Society …, 2020 - pubs.aip.org
A vertical line array can be deployed in deep water below the critical depth, the depth where
the sound speed equals the sound speed at the surface, to take advantage of the lower …

Source depth estimation based on Gaussian processes using a deep vertical line array

Y Liu, H Niu, Z Li, D Zhai, D Chen - Applied Acoustics, 2023 - Elsevier
For a bottom-moored vertical line array in the direct arrival zone, interference patterns have
been used for source depth estimation. The interference pattern shows periodic modulation …

Striation-based broadband source localization using a particle velocity sensor in deep water

Y Wu, W Guo, F Wang, B Zhang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Depth-related striations in the acoustic intensities due to interference between the direct and
sea surface reflected arrivals have been exploited to estimate the source depth by vertical …