Machine Learning Applied to 6G Radio over Fiber Systems Linearization

Author:

Pereira Luiz A. M.1,Mendes Luciano L.2,Bastos-Filho Carmelo J. A.3,Arismar Cerqueira S.1

Affiliation:

1. Instituto Nacional de Telecomunicações (Inatel),Wireless and Optical Convergent Access (WOCA) Laboratory,Santa Rita do Sapucaí,Brazil

2. Centro de Refer^encia em Radiocomunicações (CRR), Instituto Nacional de Telecomunicações (Inatel),Santa Rita do Sapucaí,Brazil

3. Polytechnic School of Pernambuco Universidade Federal de Pernambuco (UFPE),Santa Rita do Sapucaí,Brazil

Publisher

IEEE

Reference16 articles.

1. Linearization Schemes for Radio Over Fiber Systems Based on Machine Learning Algorithms

2. Nonlinear Compensation Using Artificial Neural Network in Radio-over-Fiber System;najarro;Journal of information and communication convergence engineering,2018

3. Experimental investigation on multi-dimensional digital predistortion for multi-band radio-over-fiber systems

4. Amplified Radio-over-Fiber System Linearization U sing Recurrent Neural Networks;pereira;Under Review,2022

5. A Multilevel Artificial Neural Network Nonlinear Equalizer for Millimeter-Wave Mobile Fronthaul Systems

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