Underwater acoustic communication channel modeling using reservoir computing

O Onasami, M Feng, H Xu, M Haile, L Qian - IEEE Access, 2022 - ieeexplore.ieee.org
Underwater acoustic (UWA) communications have been widely used but greatly impaired
due to the complicated nature of the underwater environment. In order to improve UWA …

Underwater acoustic communication receiver using deep belief network

A Lee-Leon, C Yuen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Underwater environments create a challenging channel for communications. In this paper,
we design a novel receiver system by exploring the machine learning technique–Deep …

Underwater acoustic communication channel modeling using deep learning

O Onasami, D Adesina, L Qian - … of the 15th International Conference on …, 2021 - dl.acm.org
With the recent increase in the number of underwater activities, having effective underwater
communication systems has become increasingly important. Underwater acoustic …

A novel DNN based channel estimator for underwater acoustic communications with IM-OFDM

M Zhou, J Wang, H Sun, J Qi, X Feng… - … Conference on Signal …, 2020 - ieeexplore.ieee.org
Performance of acoustic communication system in shallow sea is influenced by complicated
interferences. Multipath with large delays and strong reflections leads to serious …

AWOA: An Advanced Whale Optimization Algorithm for Signal Detection in Underwater Magnetic Induction Multi-Input–Multi-Output Systems

G Gao, J Wang, J Zhang - Electronics, 2023 - mdpi.com
With the increasing exploitation and use of marine resources, the limitations of acoustic,
optical, and radio frequency technologies for underwater communications have become …

Doubly-Spread Channel Equalization based on Channel Shortening in Underwater Distributed Acoustic Sensing Communications

X Tu, S Yang, J Xi, Y Jiang, Y Wei… - 2023 IEEE/CIC …, 2023 - ieeexplore.ieee.org
Distributed acoustic sensing (DAS) using submarine optical cables is a new marine
technology for large-scale underwater data transmission and data collection of autonomous …