Combined Pre-Distortion and Censoring for Bandwidth-Efficient and Energy-Efficient Fusion of Spectrum Sensing Information

This paper describes a novel scheme for the fusion of spectrum sensing information in cooperative spectrum sensing for cognitive radio applications. The scheme combines a spectrum-efficient, pre-distortion-based fusion strategy with an energy-efficient censoring-based fusion strategy to achieve the...

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Main Authors: Guilherme Pedro Aquino, Dayan Adionel Guimarães, Luciano Leonel Mendes, Tales Cleber Pimenta
Format: Article
Language:English
Published: MDPI AG 2017-03-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/17/3/654
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spelling doaj-5b31c8c95d8e480096bb2c5a2702b0d92020-11-24T23:28:50ZengMDPI AGSensors1424-82202017-03-0117365410.3390/s17030654s17030654Combined Pre-Distortion and Censoring for Bandwidth-Efficient and Energy-Efficient Fusion of Spectrum Sensing InformationGuilherme Pedro Aquino0Dayan Adionel Guimarães1Luciano Leonel Mendes2Tales Cleber Pimenta3National Institute of Telecommunications–Inatel, Av. João de Camargo, 510, 37540-000 Santa Rita do Sapucaí, BrazilNational Institute of Telecommunications–Inatel, Av. João de Camargo, 510, 37540-000 Santa Rita do Sapucaí, BrazilNational Institute of Telecommunications–Inatel, Av. João de Camargo, 510, 37540-000 Santa Rita do Sapucaí, BrazilFederal University of Itajubá–Unifei, Av. BPS, 1303, 37500-903 Itajubá, BrazilThis paper describes a novel scheme for the fusion of spectrum sensing information in cooperative spectrum sensing for cognitive radio applications. The scheme combines a spectrum-efficient, pre-distortion-based fusion strategy with an energy-efficient censoring-based fusion strategy to achieve the combined effect of reduction in bandwidth and power consumption during the transmissions of the local decisions to the fusion center. Expressions for computing the key performance metrics of the spectrum sensing of the proposed scheme are derived and validated by means of computer simulations. An extensive analysis of the overall energy efficiency is made, along with comparisons with reference strategies proposed in the literature. It is demonstrated that the proposed fusion scheme can outperform the energy efficiency attained by these reference strategies. Moreover, it attains approximately the same global decision performance of the best among these strategies.http://www.mdpi.com/1424-8220/17/3/654bandwidth efficiencycensoringcognitive radiocooperative spectrum sensingenergy efficiencyfusion of sensor informationpre-distortion
collection DOAJ
language English
format Article
sources DOAJ
author Guilherme Pedro Aquino
Dayan Adionel Guimarães
Luciano Leonel Mendes
Tales Cleber Pimenta
spellingShingle Guilherme Pedro Aquino
Dayan Adionel Guimarães
Luciano Leonel Mendes
Tales Cleber Pimenta
Combined Pre-Distortion and Censoring for Bandwidth-Efficient and Energy-Efficient Fusion of Spectrum Sensing Information
Sensors
bandwidth efficiency
censoring
cognitive radio
cooperative spectrum sensing
energy efficiency
fusion of sensor information
pre-distortion
author_facet Guilherme Pedro Aquino
Dayan Adionel Guimarães
Luciano Leonel Mendes
Tales Cleber Pimenta
author_sort Guilherme Pedro Aquino
title Combined Pre-Distortion and Censoring for Bandwidth-Efficient and Energy-Efficient Fusion of Spectrum Sensing Information
title_short Combined Pre-Distortion and Censoring for Bandwidth-Efficient and Energy-Efficient Fusion of Spectrum Sensing Information
title_full Combined Pre-Distortion and Censoring for Bandwidth-Efficient and Energy-Efficient Fusion of Spectrum Sensing Information
title_fullStr Combined Pre-Distortion and Censoring for Bandwidth-Efficient and Energy-Efficient Fusion of Spectrum Sensing Information
title_full_unstemmed Combined Pre-Distortion and Censoring for Bandwidth-Efficient and Energy-Efficient Fusion of Spectrum Sensing Information
title_sort combined pre-distortion and censoring for bandwidth-efficient and energy-efficient fusion of spectrum sensing information
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2017-03-01
description This paper describes a novel scheme for the fusion of spectrum sensing information in cooperative spectrum sensing for cognitive radio applications. The scheme combines a spectrum-efficient, pre-distortion-based fusion strategy with an energy-efficient censoring-based fusion strategy to achieve the combined effect of reduction in bandwidth and power consumption during the transmissions of the local decisions to the fusion center. Expressions for computing the key performance metrics of the spectrum sensing of the proposed scheme are derived and validated by means of computer simulations. An extensive analysis of the overall energy efficiency is made, along with comparisons with reference strategies proposed in the literature. It is demonstrated that the proposed fusion scheme can outperform the energy efficiency attained by these reference strategies. Moreover, it attains approximately the same global decision performance of the best among these strategies.
topic bandwidth efficiency
censoring
cognitive radio
cooperative spectrum sensing
energy efficiency
fusion of sensor information
pre-distortion
url http://www.mdpi.com/1424-8220/17/3/654
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