Machine Learning-based Fiber-Wireless Channel Estimation

Luiz Augusto Melo Pereira; Luciano Leonel Mendes; Arismar Cerqueira S.

doi:10.1364/fio.2021.jtu1a.32

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JOURNAL ARTICLE

Machine Learning-based Fiber-Wireless Channel Estimation

Luiz Augusto Melo Pereira Luciano Leonel Mendes Arismar Cerqueira S.

Year: 2021 Journal: Frontiers in Optics + Laser Science 2021 Pages: JTu1A.32-JTu1A.32

DOI: 10.1364/fio.2021.jtu1a.32

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Abstract

This work reports a fiber-wireless (FiWi) channel estimation, using machine learning (ML). Numerical results demonstrate the ML potential for channel estimation considering a flat optical channel response and a fast-fading wireless channel.

Keywords:

Channel (broadcasting) Fading Wireless Computer science Fiber Optical fiber Estimation Electronic engineering Computer network Telecommunications Engineering Materials science

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Topics

Advanced Photonic Communication Systems

Physical Sciences → Engineering → Electrical and Electronic Engineering

Optical Network Technologies

Physical Sciences → Engineering → Electrical and Electronic Engineering

Millimeter-Wave Propagation and Modeling

Physical Sciences → Engineering → Electrical and Electronic Engineering

Machine Learning-based Fiber-Wireless Channel Estimation

Abstract

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