An Enhanced Dynamic Spectrum Allocation Algorithm Based on Cournot Game in Maritime Cognitive Radio Communication System

The recent development of maritime transport has resulted in the demand for a wider communication bandwidth being more intense. Cognitive radios can dynamically manage resources in a spectrum. Thus, building a new type of maritime cognitive radio communication system (MCRCS) is an effective solution...

Full description

Bibliographic Details
Main Authors: Jingbo Zhang, Henan Yu, Shufang Zhang
Format: Article
Language:English
Published: MDPI AG 2017-09-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/10/3/103
id doaj-5fdf25886786424d947aebe23e8abf92
record_format Article
spelling doaj-5fdf25886786424d947aebe23e8abf922020-11-24T21:45:46ZengMDPI AGAlgorithms1999-48932017-09-0110310310.3390/a10030103a10030103An Enhanced Dynamic Spectrum Allocation Algorithm Based on Cournot Game in Maritime Cognitive Radio Communication SystemJingbo Zhang0Henan Yu1Shufang Zhang2Information Science and Technology College, Dalian Maritime University, Dalian 116026, ChinaInformation Science and Technology College, Dalian Maritime University, Dalian 116026, ChinaInformation Science and Technology College, Dalian Maritime University, Dalian 116026, ChinaThe recent development of maritime transport has resulted in the demand for a wider communication bandwidth being more intense. Cognitive radios can dynamically manage resources in a spectrum. Thus, building a new type of maritime cognitive radio communication system (MCRCS) is an effective solution. In this paper, the enhanced dynamic spectrum allocation algorithm (EDSAA) is proposed, which is based on the Cournot game model. In EDSAA, the decision-making center (DC) sets the weights according to the detection capability of the secondary user (SU), before adding these weighting coefficients in the price function. Furthermore, the willingness of the SU will reduce after meeting their basic communication needs when it continues to increase the leasable spectrum by adding the elastic model in the SU’s revenue function. On this basis, the profit function is established. The simulation results show that the EDSAA has Nash equilibrium and conforms to the actual situation. It shows that the results of spectrum allocation are fair, efficient and reasonable.https://www.mdpi.com/1999-4893/10/3/103cognitive radiospectrum allocationCournot gameprice functionelastic model
collection DOAJ
language English
format Article
sources DOAJ
author Jingbo Zhang
Henan Yu
Shufang Zhang
spellingShingle Jingbo Zhang
Henan Yu
Shufang Zhang
An Enhanced Dynamic Spectrum Allocation Algorithm Based on Cournot Game in Maritime Cognitive Radio Communication System
Algorithms
cognitive radio
spectrum allocation
Cournot game
price function
elastic model
author_facet Jingbo Zhang
Henan Yu
Shufang Zhang
author_sort Jingbo Zhang
title An Enhanced Dynamic Spectrum Allocation Algorithm Based on Cournot Game in Maritime Cognitive Radio Communication System
title_short An Enhanced Dynamic Spectrum Allocation Algorithm Based on Cournot Game in Maritime Cognitive Radio Communication System
title_full An Enhanced Dynamic Spectrum Allocation Algorithm Based on Cournot Game in Maritime Cognitive Radio Communication System
title_fullStr An Enhanced Dynamic Spectrum Allocation Algorithm Based on Cournot Game in Maritime Cognitive Radio Communication System
title_full_unstemmed An Enhanced Dynamic Spectrum Allocation Algorithm Based on Cournot Game in Maritime Cognitive Radio Communication System
title_sort enhanced dynamic spectrum allocation algorithm based on cournot game in maritime cognitive radio communication system
publisher MDPI AG
series Algorithms
issn 1999-4893
publishDate 2017-09-01
description The recent development of maritime transport has resulted in the demand for a wider communication bandwidth being more intense. Cognitive radios can dynamically manage resources in a spectrum. Thus, building a new type of maritime cognitive radio communication system (MCRCS) is an effective solution. In this paper, the enhanced dynamic spectrum allocation algorithm (EDSAA) is proposed, which is based on the Cournot game model. In EDSAA, the decision-making center (DC) sets the weights according to the detection capability of the secondary user (SU), before adding these weighting coefficients in the price function. Furthermore, the willingness of the SU will reduce after meeting their basic communication needs when it continues to increase the leasable spectrum by adding the elastic model in the SU’s revenue function. On this basis, the profit function is established. The simulation results show that the EDSAA has Nash equilibrium and conforms to the actual situation. It shows that the results of spectrum allocation are fair, efficient and reasonable.
topic cognitive radio
spectrum allocation
Cournot game
price function
elastic model
url https://www.mdpi.com/1999-4893/10/3/103
work_keys_str_mv AT jingbozhang anenhanceddynamicspectrumallocationalgorithmbasedoncournotgameinmaritimecognitiveradiocommunicationsystem
AT henanyu anenhanceddynamicspectrumallocationalgorithmbasedoncournotgameinmaritimecognitiveradiocommunicationsystem
AT shufangzhang anenhanceddynamicspectrumallocationalgorithmbasedoncournotgameinmaritimecognitiveradiocommunicationsystem
AT jingbozhang enhanceddynamicspectrumallocationalgorithmbasedoncournotgameinmaritimecognitiveradiocommunicationsystem
AT henanyu enhanceddynamicspectrumallocationalgorithmbasedoncournotgameinmaritimecognitiveradiocommunicationsystem
AT shufangzhang enhanceddynamicspectrumallocationalgorithmbasedoncournotgameinmaritimecognitiveradiocommunicationsystem
_version_ 1725904358732726272