Model-Aware End-to-End Learning for SISO Optical Wireless Communication Over Poisson Channel

Faced with the challenge of transceiver design over the Poisson channel, we leverage the deep-learning technique and devise two novel end-to-end learning schemes to fulfill the design task in this paper. One of the schemes accords with the basic principle of the currently available autoencoder (AE)...

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Bibliographic Details
Main Authors: Ling-Han Si-Ma, Zhao-Rui Zhu, Hong-Yi Yu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Photonics Journal
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9261948/
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