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Cooperative Spectrum Sensing with Coded and Uncoded Decision Fusion under Correlated Shadowed Fading Report Channels

This article addresses the impact of forward error correction when applied to the report channel transmissions of a centralized decision fusion cooperative spectrum sensing scheme designed to detect idle orthogonal frequency division multiple access (OFDMA) subchannels. The OFDMA signal is transmitt...

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Autores principales: Costa, Lucas dos Santos, Guimarães, Dayan Adionel, de Souza, Rausley Adriano Amaral, Bomfin, Roberto César Dias Vilela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6339040/
https://www.ncbi.nlm.nih.gov/pubmed/30583599
http://dx.doi.org/10.3390/s19010051
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author Costa, Lucas dos Santos
Guimarães, Dayan Adionel
de Souza, Rausley Adriano Amaral
Bomfin, Roberto César Dias Vilela
author_facet Costa, Lucas dos Santos
Guimarães, Dayan Adionel
de Souza, Rausley Adriano Amaral
Bomfin, Roberto César Dias Vilela
author_sort Costa, Lucas dos Santos
collection PubMed
description This article addresses the impact of forward error correction when applied to the report channel transmissions of a centralized decision fusion cooperative spectrum sensing scheme designed to detect idle orthogonal frequency division multiple access (OFDMA) subchannels. The OFDMA signal is transmitted over slow frequency-selective multipath Rayleigh fading channels and sensed using the maximum eigenvalue detection test statistic. The decisions on the OFDMA subchannel occupancy are transmitted to a fusion center over report channels represented by a shadowed fading model combining a three-dimensional spatially correlated shadowing with a slow and flat multipath Rayleigh fading. Binary Bose-Chaudhuri-Hochquenghem (BCH) and Repetition codes are used to protect these decisions. Results show that shadowing correlation severely deteriorates the overall spectrum sensing performance and that error correction may not be able to protect the report channel transmissions. It can be even worse with respect to the system performance especially at low signal-to-noise regimes. In the situations in which error correction is effective, the Repetition code is capable of outperforming the BCH, meaning that the diversity gain may be more relevant than the coding gain when the spectrum sensing decisions are subjected to correlated shadowing.
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spelling pubmed-63390402019-01-23 Cooperative Spectrum Sensing with Coded and Uncoded Decision Fusion under Correlated Shadowed Fading Report Channels Costa, Lucas dos Santos Guimarães, Dayan Adionel de Souza, Rausley Adriano Amaral Bomfin, Roberto César Dias Vilela Sensors (Basel) Article This article addresses the impact of forward error correction when applied to the report channel transmissions of a centralized decision fusion cooperative spectrum sensing scheme designed to detect idle orthogonal frequency division multiple access (OFDMA) subchannels. The OFDMA signal is transmitted over slow frequency-selective multipath Rayleigh fading channels and sensed using the maximum eigenvalue detection test statistic. The decisions on the OFDMA subchannel occupancy are transmitted to a fusion center over report channels represented by a shadowed fading model combining a three-dimensional spatially correlated shadowing with a slow and flat multipath Rayleigh fading. Binary Bose-Chaudhuri-Hochquenghem (BCH) and Repetition codes are used to protect these decisions. Results show that shadowing correlation severely deteriorates the overall spectrum sensing performance and that error correction may not be able to protect the report channel transmissions. It can be even worse with respect to the system performance especially at low signal-to-noise regimes. In the situations in which error correction is effective, the Repetition code is capable of outperforming the BCH, meaning that the diversity gain may be more relevant than the coding gain when the spectrum sensing decisions are subjected to correlated shadowing. MDPI 2018-12-23 /pmc/articles/PMC6339040/ /pubmed/30583599 http://dx.doi.org/10.3390/s19010051 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Costa, Lucas dos Santos
Guimarães, Dayan Adionel
de Souza, Rausley Adriano Amaral
Bomfin, Roberto César Dias Vilela
Cooperative Spectrum Sensing with Coded and Uncoded Decision Fusion under Correlated Shadowed Fading Report Channels
title Cooperative Spectrum Sensing with Coded and Uncoded Decision Fusion under Correlated Shadowed Fading Report Channels
title_full Cooperative Spectrum Sensing with Coded and Uncoded Decision Fusion under Correlated Shadowed Fading Report Channels
title_fullStr Cooperative Spectrum Sensing with Coded and Uncoded Decision Fusion under Correlated Shadowed Fading Report Channels
title_full_unstemmed Cooperative Spectrum Sensing with Coded and Uncoded Decision Fusion under Correlated Shadowed Fading Report Channels
title_short Cooperative Spectrum Sensing with Coded and Uncoded Decision Fusion under Correlated Shadowed Fading Report Channels
title_sort cooperative spectrum sensing with coded and uncoded decision fusion under correlated shadowed fading report channels
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6339040/
https://www.ncbi.nlm.nih.gov/pubmed/30583599
http://dx.doi.org/10.3390/s19010051
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