D-GRACE: Discounted Spectrum Price Game-Based Resource Allocation in a Competitive Environment for TVWS Networks

The IEEE 802.22 standard targets rural and sparsely populated regions exploiting television white space (TVWS) technology. In these regions, there are fewer mobile users per density and end-user traffic is light. Hence, there is a need to adopt traffic aware algorithm leveraging on the end-user nonu...

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Main Authors: Anabi Hilary Kelechi, Nor Fadzilah Abdullah, Rosdiadee Nordin, Mahamod Ismail
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8165967/
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spelling doaj-5b7cf64020bc4fa4803d3c4e1190617b2021-03-29T20:36:07ZengIEEEIEEE Access2169-35362018-01-0167579759210.1109/ACCESS.2017.27795988165967D-GRACE: Discounted Spectrum Price Game-Based Resource Allocation in a Competitive Environment for TVWS NetworksAnabi Hilary Kelechi0https://orcid.org/0000-0001-5153-1264Nor Fadzilah Abdullah1Rosdiadee Nordin2Mahamod Ismail3Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi, MalaysiaDepartment of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi, MalaysiaDepartment of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi, MalaysiaDepartment of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi, MalaysiaThe IEEE 802.22 standard targets rural and sparsely populated regions exploiting television white space (TVWS) technology. In these regions, there are fewer mobile users per density and end-user traffic is light. Hence, there is a need to adopt traffic aware algorithm leveraging on the end-user nonuniform traffic attributes and in essence, promote spectrum efficiency in the TVWS spectrum-management regime. This paper investigates a mechanism to encourage spectrum sharing during low end-user traffic regime motivated by financial inducement. Since incumbent coexistence has been achieved using market models, it is tractable to apply market-assisted spectrum sharing models to address self-coexistence issues in TVWS networks. The purpose of this paper is to use the market model to promote self-coexistence in TVWS networks in the uplink self-frequency reuse. Toward this goal, this paper proposes discounted spectrum price game-based resource allocation in a competitive environment (D-GRACE). Specifically, D-GRACE is a transmit power reduction strategy motivated by financial incentives during light TVWS end-user traffic. When compared with an existing non-market-inspired TVWS self-coexistence resource allocation algorithm under the same scenario, D-GRACE exhibited superior power savings of about 20% and converged after five iterations.https://ieeexplore.ieee.org/document/8165967/IEEE 802.22self-coexistencegame theorytransmit power algorithmsub-carrier allocation
collection DOAJ
language English
format Article
sources DOAJ
author Anabi Hilary Kelechi
Nor Fadzilah Abdullah
Rosdiadee Nordin
Mahamod Ismail
spellingShingle Anabi Hilary Kelechi
Nor Fadzilah Abdullah
Rosdiadee Nordin
Mahamod Ismail
D-GRACE: Discounted Spectrum Price Game-Based Resource Allocation in a Competitive Environment for TVWS Networks
IEEE Access
IEEE 802.22
self-coexistence
game theory
transmit power algorithm
sub-carrier allocation
author_facet Anabi Hilary Kelechi
Nor Fadzilah Abdullah
Rosdiadee Nordin
Mahamod Ismail
author_sort Anabi Hilary Kelechi
title D-GRACE: Discounted Spectrum Price Game-Based Resource Allocation in a Competitive Environment for TVWS Networks
title_short D-GRACE: Discounted Spectrum Price Game-Based Resource Allocation in a Competitive Environment for TVWS Networks
title_full D-GRACE: Discounted Spectrum Price Game-Based Resource Allocation in a Competitive Environment for TVWS Networks
title_fullStr D-GRACE: Discounted Spectrum Price Game-Based Resource Allocation in a Competitive Environment for TVWS Networks
title_full_unstemmed D-GRACE: Discounted Spectrum Price Game-Based Resource Allocation in a Competitive Environment for TVWS Networks
title_sort d-grace: discounted spectrum price game-based resource allocation in a competitive environment for tvws networks
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
description The IEEE 802.22 standard targets rural and sparsely populated regions exploiting television white space (TVWS) technology. In these regions, there are fewer mobile users per density and end-user traffic is light. Hence, there is a need to adopt traffic aware algorithm leveraging on the end-user nonuniform traffic attributes and in essence, promote spectrum efficiency in the TVWS spectrum-management regime. This paper investigates a mechanism to encourage spectrum sharing during low end-user traffic regime motivated by financial inducement. Since incumbent coexistence has been achieved using market models, it is tractable to apply market-assisted spectrum sharing models to address self-coexistence issues in TVWS networks. The purpose of this paper is to use the market model to promote self-coexistence in TVWS networks in the uplink self-frequency reuse. Toward this goal, this paper proposes discounted spectrum price game-based resource allocation in a competitive environment (D-GRACE). Specifically, D-GRACE is a transmit power reduction strategy motivated by financial incentives during light TVWS end-user traffic. When compared with an existing non-market-inspired TVWS self-coexistence resource allocation algorithm under the same scenario, D-GRACE exhibited superior power savings of about 20% and converged after five iterations.
topic IEEE 802.22
self-coexistence
game theory
transmit power algorithm
sub-carrier allocation
url https://ieeexplore.ieee.org/document/8165967/
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