Blind Equalization and Channel Estimation in Coherent Optical Communications Using Variational Autoencoders
Author:
Affiliation:
1. Communications Engineering Laboratory (CEL), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
2. Nokia, Stuttgart, Germany
Funder
framework of the CELTIC-NEXT project AI-NET-ANTILLAS
German Federal Ministry of Education and Research
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Networks and Communications
Link
http://xplorestaging.ieee.org/ielx7/49/9863724/09831780.pdf?arnumber=9831780
Reference38 articles.
1. Architecture of a Single-Chip 50 Gb/s DP-QPSK/BPSK Transceiver With Electronic Dispersion Compensation for Coherent Optical Channels
2. Adam: A method for stochastic optimization;kingma;arXiv 1412 6980,2014
3. Geometric Constellation Shaping for Phase-noise Channels Using a Differentiable Blind Phase Search
4. Digital Coherent Optical Receivers: Algorithms and Subsystems
5. Synchronous and fractionally-spaced blind equalization in dually-polarized digital radio links
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