Deep Learning Aided Signal Detection for SPAD-Based Underwater Optical Wireless Communications

Deep Learning Aided Signal Detection for SPAD-Based Underwater Optical Wireless Communications

In underwater optical wireless communication (UOWC) systems, using single photon avalanche photondiode (SPAD) as the detector can improve the transmission distance. However, the signal detection for SPAD-based systems is greatly challenged by the complex optical channel characteristics and SPAD nonl...

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Bibliographic Details
Main Authors: Rui Jiang, Caiming Sun, Long Zhang, Xinke Tang, Hongjie Wang, Aidong Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Underwater optical wireless communication
nonlinear distortion
deep learning
multilayer perception
signal detection
Online Access:https://ieeexplore.ieee.org/document/8962099/

Internet

https://ieeexplore.ieee.org/document/8962099/

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