Experimental Evaluation of Hybrid Fibre–Wireless System for 5G Networks

This article describes a novel experimental study considering a multiband fibre–wireless system for constructing the transport network for fifth-generation (5G) networks. This study describes the development and testing of a 5G new radio (NR) multi-input multi-output (MIMO) hybrid fibre–wireless (Fi...
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Autor*in:	Muhammad Usman Hadi [verfasserIn] Jian Song [verfasserIn] Sunish Kumar Orappanpara Soman [verfasserIn] Ardavan Rahimian [verfasserIn] Adnan Ahmad Cheema [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	2022

Schlagwörter:	radio over fibre digital pre-distortion fibre–wireless system convolutional neural network error vector magnitude power spectral density

Übergeordnetes Werk:	In: Telecom - MDPI AG, 2020, 3(2022), 2, Seite 218-233
Übergeordnetes Werk:	volume:3 ; year:2022 ; number:2 ; pages:218-233

Links:	Link aufrufen Link aufrufen Link aufrufen Journal toc

DOI / URN:	10.3390/telecom3020014

Katalog-ID:	DOAJ021082197

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topic_facet	radio over fibre digital pre-distortion fibre–wireless system convolutional neural network error vector magnitude power spectral density Computer engineering. Computer hardware Electronic computers. Computer science
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callnumber-first	T - Technology
author	Muhammad Usman Hadi
spellingShingle	Muhammad Usman Hadi misc TK7885-7895 misc QA75.5-76.95 misc radio over fibre misc digital pre-distortion misc fibre–wireless system misc convolutional neural network misc error vector magnitude misc power spectral density misc Computer engineering. Computer hardware misc Electronic computers. Computer science Experimental Evaluation of Hybrid Fibre–Wireless System for 5G Networks
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topic_title	TK7885-7895 QA75.5-76.95 Experimental Evaluation of Hybrid Fibre–Wireless System for 5G Networks radio over fibre digital pre-distortion fibre–wireless system convolutional neural network error vector magnitude power spectral density
topic	misc TK7885-7895 misc QA75.5-76.95 misc radio over fibre misc digital pre-distortion misc fibre–wireless system misc convolutional neural network misc error vector magnitude misc power spectral density misc Computer engineering. Computer hardware misc Electronic computers. Computer science
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title	Experimental Evaluation of Hybrid Fibre–Wireless System for 5G Networks
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title_full	Experimental Evaluation of Hybrid Fibre–Wireless System for 5G Networks
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title_sort	experimental evaluation of hybrid fibre–wireless system for 5g networks
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title_auth	Experimental Evaluation of Hybrid Fibre–Wireless System for 5G Networks
abstract	This article describes a novel experimental study considering a multiband fibre–wireless system for constructing the transport network for fifth-generation (5G) networks. This study describes the development and testing of a 5G new radio (NR) multi-input multi-output (MIMO) hybrid fibre–wireless (FiWi) system for enhanced mobile broadband (eMBB) using digital pre-distortion (DPD). Analog radio over fibre (A-RoF) technology was used to create the optical fronthaul (OFH) that includes a 3 GHz supercell in a long-range scenario as well as a femtocell scenario using the 20 GHz band. As a proof of concept, a Mach Zehnder modulator with two independent radio frequency waveforms modifies a 1310 nm optical carrier using a distributed feedback laser across 10 km of conventional standard single-mode fibre. It may be inferred that a hybrid FiWi-based MIMO-enabled 5G NR system based on OFH could be a strong competitor for future mobile haul applications. Moreover, a convolutional neural network (CNN)-based DPD is used to improve the performance of the link. The error vector magnitude (EVM) performance for 5G NR bands is predicted to fulfil the Third Generation Partnership Project’s (3GPP) Release 17 standards.
abstractGer	This article describes a novel experimental study considering a multiband fibre–wireless system for constructing the transport network for fifth-generation (5G) networks. This study describes the development and testing of a 5G new radio (NR) multi-input multi-output (MIMO) hybrid fibre–wireless (FiWi) system for enhanced mobile broadband (eMBB) using digital pre-distortion (DPD). Analog radio over fibre (A-RoF) technology was used to create the optical fronthaul (OFH) that includes a 3 GHz supercell in a long-range scenario as well as a femtocell scenario using the 20 GHz band. As a proof of concept, a Mach Zehnder modulator with two independent radio frequency waveforms modifies a 1310 nm optical carrier using a distributed feedback laser across 10 km of conventional standard single-mode fibre. It may be inferred that a hybrid FiWi-based MIMO-enabled 5G NR system based on OFH could be a strong competitor for future mobile haul applications. Moreover, a convolutional neural network (CNN)-based DPD is used to improve the performance of the link. The error vector magnitude (EVM) performance for 5G NR bands is predicted to fulfil the Third Generation Partnership Project’s (3GPP) Release 17 standards.
abstract_unstemmed	This article describes a novel experimental study considering a multiband fibre–wireless system for constructing the transport network for fifth-generation (5G) networks. This study describes the development and testing of a 5G new radio (NR) multi-input multi-output (MIMO) hybrid fibre–wireless (FiWi) system for enhanced mobile broadband (eMBB) using digital pre-distortion (DPD). Analog radio over fibre (A-RoF) technology was used to create the optical fronthaul (OFH) that includes a 3 GHz supercell in a long-range scenario as well as a femtocell scenario using the 20 GHz band. As a proof of concept, a Mach Zehnder modulator with two independent radio frequency waveforms modifies a 1310 nm optical carrier using a distributed feedback laser across 10 km of conventional standard single-mode fibre. It may be inferred that a hybrid FiWi-based MIMO-enabled 5G NR system based on OFH could be a strong competitor for future mobile haul applications. Moreover, a convolutional neural network (CNN)-based DPD is used to improve the performance of the link. The error vector magnitude (EVM) performance for 5G NR bands is predicted to fulfil the Third Generation Partnership Project’s (3GPP) Release 17 standards.
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title_short	Experimental Evaluation of Hybrid Fibre–Wireless System for 5G Networks
url	https://doi.org/10.3390/telecom3020014 https://doaj.org/article/5c0228585fb24eb183ecc206a6f5ceb3 https://www.mdpi.com/2673-4001/3/2/14 https://doaj.org/toc/2673-4001
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