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Haiqiang Niu
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Year
Source localization in an ocean waveguide using supervised machine learning
H Niu, E Reeves, P Gerstoft
The Journal of the Acoustical Society of America 142 (3), 1176-1188, 2017
1362017
Ship localization in Santa Barbara Channel using machine learning classifiers
H Niu, E Ozanich, P Gerstoft
The journal of the acoustical society of America 142 (5), EL455-EL460, 2017
1002017
Deep-learning source localization using multi-frequency magnitude-only data
H Niu, Z Gong, E Ozanich, P Gerstoft, H Wang, Z Li
The Journal of the Acoustical Society of America 146 (1), 211-222, 2019
662019
A feedforward neural network for direction-of-arrival estimation
E Ozanich, P Gerstoft, H Niu
The journal of the acoustical society of America 147 (3), 2035-2048, 2020
562020
Theoretical analysis of warping operators for non-ideal shallow water waveguides
H Niu, R Zhang, Z Li
The Journal of the Acoustical Society of America 136 (1), 53-65, 2014
262014
A multi-task learning convolutional neural network for source localization in deep ocean
Y Liu, H Niu, Z Li
The Journal of the Acoustical Society of America 148 (2), 873-883, 2020
182020
Block sparse Bayesian learning for broadband mode extraction in shallow water from a vertical array
H Niu, P Gerstoft, E Ozanich, Z Li, R Zhang, Z Gong, H Wang
The Journal of the Acoustical Society of America 147 (6), 3729-3739, 2020
172020
Source ranging using ensemble convolutional networks in the direct zone of deep water
YN Liu, HQ Niu, ZL Li
Chinese Physics Letters 36 (4), 044302, 2019
172019
A modified warping operator based on BDRM theory in homogeneous shallow water
HQ Niu, RH Zhang, ZL Li
Science China Physics, Mechanics and Astronomy 57 (3), 424-432, 2014
132014
Bubble pulse cancelation in the time-frequency domain using warping operators
HQ Niu, RH Zhang, ZL Li, YG Guo, L He
Chinese Physics Letters 30 (8), 084301, 2013
102013
Deep-learning source localization using autocorrelation functions from a single hydrophone in deep ocean
Y Liu, H Niu, Z Li, M Wang
JASA Express Letters 1 (3), 036002, 2021
62021
A deep network for single-snapshot direction of arrival estimation
E Ozanich, P Gerstoft, H Niu
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
62019
Deep learning for ocean acoustic source localization using one sensor
H Niu, Z Gong, E Ozanich, P Gerstoft, H Wang, Z Li
arXiv preprint arXiv:1903.12319, 2019
62019
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 39 (1), 1-10, 2014
62014
Source localization in underwater waveguides using machine learning
H Niu, P Gerstoft
The Journal of the Acoustical Society of America 140 (4), 3232-3232, 2016
52016
Inversion for the environment parameters in shallow water using warping transforms
H Niu, L He, Z Li, R Zhang, M Nan
Acta Acust 39 (1), 1-10, 2014
52014
Interference characteristic between modes and its waveguide invariant in fluctuated shallow water with thermocline
SH ZHOU, HQ NIU, Y REN, L HE
SCIENTIA SINICA Physica, Mechanica & Astronomica 43, 68, 2013
52013
Fluctuating modal interference characteristics in shallow water with a seasonal thermocline
S Zhou, H Niu, Y Ren, L He
AIP Conference Proceedings 1495 (1), 321-328, 2012
52012
Geoacoustic inversion using ray-based blind deconvolution of shipping sources
X Zhang, NC Durofchalk, H Niu, L Wu, R Zhang, KG Sabra
The Journal of the Acoustical Society of America 147 (1), 285-299, 2020
42020
Sparse Bayesian Learning for Horizontal Wavenumber Retrieval in Underwater Acoustical Signal Processing
Z Li, H Niu, Z Gong, R Zhang
2018 IEEE 23rd International Conference on Digital Signal Processing (DSP), 2019
42019
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Articles 1–20