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A Novel Utility Function for Energy-Efficient Power Control Game in Cognitive Radio Networks

Spectrum scarcity is a major challenge in wireless communications systems requiring efficient usage and utilization. Cognitive radio network (CRN) is found as a promising technique to solve this problem of spectrum scarcity. It allows licensed and unlicensed users to share the same licensed spectrum...

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Autores principales: Al-Gumaei, Yousef Ali, Noordin, Kamarul Ariffin, Reza, Ahmed Wasif, Dimyati, Kaharudin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4530935/
https://www.ncbi.nlm.nih.gov/pubmed/26258522
http://dx.doi.org/10.1371/journal.pone.0135137
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author Al-Gumaei, Yousef Ali
Noordin, Kamarul Ariffin
Reza, Ahmed Wasif
Dimyati, Kaharudin
author_facet Al-Gumaei, Yousef Ali
Noordin, Kamarul Ariffin
Reza, Ahmed Wasif
Dimyati, Kaharudin
author_sort Al-Gumaei, Yousef Ali
collection PubMed
description Spectrum scarcity is a major challenge in wireless communications systems requiring efficient usage and utilization. Cognitive radio network (CRN) is found as a promising technique to solve this problem of spectrum scarcity. It allows licensed and unlicensed users to share the same licensed spectrum band. Interference resulting from cognitive radios (CRs) has undesirable effects on quality of service (QoS) of both licensed and unlicensed systems where it causes degradation in received signal-to-noise ratio (SIR) of users. Power control is one of the most important techniques that can be used to mitigate interference and guarantee QoS in both systems. In this paper, we develop a new approach of a distributed power control for CRN based on utility and pricing. QoS of CR user is presented as a utility function via pricing and a distributed power control as a non-cooperative game in which users maximize their net utility (utility-price). We define the price as a real function of transmit power to increase pricing charge of the farthest CR users. We prove that the power control game proposed in this study has Nash Equilibrium as well as it is unique. The obtained results show that the proposed power control algorithm based on a new utility function has a significant reduction in transmit power consumption and high improvement in speed of convergence.
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spelling pubmed-45309352015-08-24 A Novel Utility Function for Energy-Efficient Power Control Game in Cognitive Radio Networks Al-Gumaei, Yousef Ali Noordin, Kamarul Ariffin Reza, Ahmed Wasif Dimyati, Kaharudin PLoS One Research Article Spectrum scarcity is a major challenge in wireless communications systems requiring efficient usage and utilization. Cognitive radio network (CRN) is found as a promising technique to solve this problem of spectrum scarcity. It allows licensed and unlicensed users to share the same licensed spectrum band. Interference resulting from cognitive radios (CRs) has undesirable effects on quality of service (QoS) of both licensed and unlicensed systems where it causes degradation in received signal-to-noise ratio (SIR) of users. Power control is one of the most important techniques that can be used to mitigate interference and guarantee QoS in both systems. In this paper, we develop a new approach of a distributed power control for CRN based on utility and pricing. QoS of CR user is presented as a utility function via pricing and a distributed power control as a non-cooperative game in which users maximize their net utility (utility-price). We define the price as a real function of transmit power to increase pricing charge of the farthest CR users. We prove that the power control game proposed in this study has Nash Equilibrium as well as it is unique. The obtained results show that the proposed power control algorithm based on a new utility function has a significant reduction in transmit power consumption and high improvement in speed of convergence. Public Library of Science 2015-08-10 /pmc/articles/PMC4530935/ /pubmed/26258522 http://dx.doi.org/10.1371/journal.pone.0135137 Text en © 2015 Al-Gumaei et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Al-Gumaei, Yousef Ali
Noordin, Kamarul Ariffin
Reza, Ahmed Wasif
Dimyati, Kaharudin
A Novel Utility Function for Energy-Efficient Power Control Game in Cognitive Radio Networks
title A Novel Utility Function for Energy-Efficient Power Control Game in Cognitive Radio Networks
title_full A Novel Utility Function for Energy-Efficient Power Control Game in Cognitive Radio Networks
title_fullStr A Novel Utility Function for Energy-Efficient Power Control Game in Cognitive Radio Networks
title_full_unstemmed A Novel Utility Function for Energy-Efficient Power Control Game in Cognitive Radio Networks
title_short A Novel Utility Function for Energy-Efficient Power Control Game in Cognitive Radio Networks
title_sort novel utility function for energy-efficient power control game in cognitive radio networks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4530935/
https://www.ncbi.nlm.nih.gov/pubmed/26258522
http://dx.doi.org/10.1371/journal.pone.0135137
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