Concepedia

Haiqiang Niu

HN

Statistics

Publications

22

Citations

861

H-Index

14

Active since

2013

Affiliations

Institute of Acoustics(Current)

Chinese Academy of Sciences

University of Chinese Academy of Sciences

Scripps Institution of Oceanography

Sun Yat-sen University

Haiqiang Niu is an author at Institute of Acoustics specializing in engineering, signal processing, and inverse problems.

Top concepts

EngineeringSignal ProcessingDeep LearningInverse ProblemsMachine LearningOcean EngineeringOceanographyData ScienceLocalizationOcean Acoustics

Publications per year

2013–2024

22

Publications

22

Ship localization in Santa Barbara Channel using machine learning classifiers

Haiqiang Niu, Emma Ozanich, Peter Gerstoft · The Journal of the Acoustical Society of America · 2017 · 155 citations · Full text

Engineering, Ship Maneuvering, Machine Learning +24

Deep-learning source localization using multi-frequency magnitude-only data

Haiqiang Niu, Zaixiao Gong, Emma Ozanich et al. · The Journal of the Acoustical Society of America · 2019 · 145 citations · Full text

Engineering, Machine Learning, Underwater Acoustic Communication +17

A feedforward neural network for direction-of-arrival estimation

Emma Ozanich, Peter Gerstoft, Haiqiang Niu · The Journal of the Acoustical Society of America · 2020 · 131 citations

Convolutional Neural Network, Engineering, Machine Learning +16

A multi-task learning convolutional neural network for source localization in deep ocean

Yining Liu, Haiqiang Niu, Zhenglin Li · The Journal of the Acoustical Society of America · 2020 · 75 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Block sparse Bayesian learning for broadband mode extraction in shallow water from a vertical array

Haiqiang Niu, Peter Gerstoft, Emma Ozanich et al. · The Journal of the Acoustical Society of America · 2020 · 41 citations

Engineering, Block Sparsity, Ocean Engineering +13

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