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A journey toward modeling and resolving doppler in underwater acoustic communications
Underwater acoustic (UWA) communications is the only reliable method for long-distance
communications underwater, and is widely used in commercial, scientific, and military …
communications underwater, and is widely used in commercial, scientific, and military …
Adoption of hybrid time series neural network in the underwater acoustic signal modulation identification
The deep learning methods powerfully enhance the identification performance by retrieving
the deep data features in many fields, which can be used in automatic modulation …
the deep data features in many fields, which can be used in automatic modulation …
Striking the right balance: Three-dimensional ocean sound speed field reconstruction using tensor neural networks
S Li, L Cheng, T Zhang, H Zhao, J Li - The Journal of the Acoustical …, 2023 - pubs.aip.org
Accurately reconstructing a three-dimensional (3D) ocean sound speed field (SSF) is
essential for various ocean acoustic applications, but the sparsity and uncertainty of sound …
essential for various ocean acoustic applications, but the sparsity and uncertainty of sound …
Learning data distribution of three-dimensional ocean sound speed fields via diffusion models
S Li, L Cheng, J Li, Z Wang, J Li - The Journal of the Acoustical Society …, 2024 - pubs.aip.org
The probability distribution of three-dimensional sound speed fields (3D SSFs) in an ocean
region encapsulates vital information about their variations, serving as valuable data-driven …
region encapsulates vital information about their variations, serving as valuable data-driven …
Frequency-domain turbo equalization with iterative channel estimation for MIMO underwater acoustic communications
This paper proposes a new iterative receiver for single-carrier multiple-input-multiple-output
(SC-MIMO) underwater acoustic (UWA) communications, which utilizes frequency-domain …
(SC-MIMO) underwater acoustic (UWA) communications, which utilizes frequency-domain …
Tensor-based basis function learning for three-dimensional sound speed fields
L Cheng, X Ji, H Zhao, J Li, W Xu - … Journal of the Acoustical Society of …, 2022 - pubs.aip.org
Basis function learning is the step** stone towards effective three-dimensional (3D) sound
speed field (SSF) inversion for various acoustic signal processing tasks, including ocean …
speed field (SSF) inversion for various acoustic signal processing tasks, including ocean …
Joint message-passing-based bidirectional channel estimation and equalization with superimposed training for underwater acoustic communications
G Yang, Q Guo, H Ding, Q Yan… - IEEE Journal of Oceanic …, 2021 - ieeexplore.ieee.org
Acquiring accurate channel state information and mitigating severe intersymbol interference
are challenging for underwater acoustic communications with moving transceivers due to …
are challenging for underwater acoustic communications with moving transceivers due to …
Zero-shot reconstruction of ocean sound speed field tensors: A deep plug-and-play approach
Reconstructing a three-dimensional ocean sound speed field (SSF) from limited and noisy
measurements presents an ill-posed and challenging inverse problem. Existing methods …
measurements presents an ill-posed and challenging inverse problem. Existing methods …
Frequency domain direct adaptive turbo equalization based on block normalized minimum-SER for underwater acoustic communications
The equalization based on the mean square error (MSE) criterion has been widely used in
underwater acoustic (UWA) communication and has shown promising results. MSE is …
underwater acoustic (UWA) communication and has shown promising results. MSE is …
Multi-body modelling and analysis of the motion platform for underwater acoustic dynamic communication
S Li, Y Wang, S Wu, W Niu, S Yang, S Lan - Applied Mathematical …, 2022 - Elsevier
With the development of marine science, the dynamic underwater acoustic network
composed of many underwater and surface nodes has become an active research field of …
composed of many underwater and surface nodes has become an active research field of …