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 | 208 | 2017 |
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 | 143 | 2017 |
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 | 115 | 2019 |
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 | 106 | 2020 |
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 | 44 | 2020 |
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 | 34 | 2020 |
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 | 31 | 2014 |
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 | 26 | 2019 |
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), 2021 | 18 | 2021 |
Multiple source localization using learning-based sparse estimation in deep ocean Y Liu, H Niu, S Yang, Z Li The Journal of the Acoustical Society of America 150 (5), 3773-3786, 2021 | 17 | 2021 |
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 | 15 | 2019 |
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, 424-432, 2014 | 13 | 2014 |
Deep-learning geoacoustic inversion using multi-range vertical array data in shallow water M Liu, H Niu, Z Li, Y Liu, Q Zhang The Journal of the Acoustical Society of America 151 (3), 2101-2116, 2022 | 12 | 2022 |
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 | 11 | 2013 |
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 | 9 | 2020 |
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 | 9 | 2019 |
Mode separation with one hydrophone in shallow water: A sparse Bayesian learning approach based on phase speed H Niu, P Gerstoft, R Zhang, Z Li, Z Gong, H Wang The Journal of the Acoustical Society of America 149 (6), 4366-4376, 2021 | 8 | 2021 |
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 | 7 | 2014 |
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 | 7 | 2012 |
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 | 6 | 2019 |