Spectrum allocation of cognitive wireless network based on immune clone selection optimization

The spectrum sensing process was described based on WRAN.By analyzing physical connection of cognitive wireless network,the mathematical model of spectrum allocation was given,and then it was converted into a constrained optimization problem,whose goal was to maximum the profit of network.An immune...

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Main Authors: CHAI Zheng-yi1, LIU Fang1
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2010-01-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/74645154/
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author CHAI Zheng-yi1
LIU Fang1
author_facet CHAI Zheng-yi1
LIU Fang1
author_sort CHAI Zheng-yi1
collection DOAJ
description The spectrum sensing process was described based on WRAN.By analyzing physical connection of cognitive wireless network,the mathematical model of spectrum allocation was given,and then it was converted into a constrained optimization problem,whose goal was to maximum the profit of network.An immune clone selection algorithm was proposed to solve the problem,and the algorithm convergent with probability 1 was proved.Finally,the simulation experiments were done to test the algorithm.The results showed that compared with CSGC algorithm(color-sensitive graph coloring) and GA-SA(spectrum allocation based on genetic algorithm),this algorithm could achieve maximization of network profits.Meanwhile,the system simulation results based on WRAN confirmed its effectiveness.
format Article
id doaj-art-a913f83b16ae449fb2e490a0bf3270ce
institution Kabale University
issn 1000-436X
language zho
publishDate 2010-01-01
publisher Editorial Department of Journal on Communications
record_format Article
series Tongxin xuebao
spelling doaj-art-a913f83b16ae449fb2e490a0bf3270ce2025-01-14T08:24:07ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2010-01-01319210074645154Spectrum allocation of cognitive wireless network based on immune clone selection optimizationCHAI Zheng-yi1LIU Fang1The spectrum sensing process was described based on WRAN.By analyzing physical connection of cognitive wireless network,the mathematical model of spectrum allocation was given,and then it was converted into a constrained optimization problem,whose goal was to maximum the profit of network.An immune clone selection algorithm was proposed to solve the problem,and the algorithm convergent with probability 1 was proved.Finally,the simulation experiments were done to test the algorithm.The results showed that compared with CSGC algorithm(color-sensitive graph coloring) and GA-SA(spectrum allocation based on genetic algorithm),this algorithm could achieve maximization of network profits.Meanwhile,the system simulation results based on WRAN confirmed its effectiveness.http://www.joconline.com.cn/zh/article/74645154/immune clone selectioncognitive wireless networkspectrum allocationconvergencenetwork profitsWRAN
spellingShingle CHAI Zheng-yi1
LIU Fang1
Spectrum allocation of cognitive wireless network based on immune clone selection optimization
Tongxin xuebao
immune clone selection
cognitive wireless network
spectrum allocation
convergence
network profits
WRAN
title Spectrum allocation of cognitive wireless network based on immune clone selection optimization
title_full Spectrum allocation of cognitive wireless network based on immune clone selection optimization
title_fullStr Spectrum allocation of cognitive wireless network based on immune clone selection optimization
title_full_unstemmed Spectrum allocation of cognitive wireless network based on immune clone selection optimization
title_short Spectrum allocation of cognitive wireless network based on immune clone selection optimization
title_sort spectrum allocation of cognitive wireless network based on immune clone selection optimization
topic immune clone selection
cognitive wireless network
spectrum allocation
convergence
network profits
WRAN
url http://www.joconline.com.cn/zh/article/74645154/
work_keys_str_mv AT chaizhengyi1 spectrumallocationofcognitivewirelessnetworkbasedonimmunecloneselectionoptimization
AT liufang1 spectrumallocationofcognitivewirelessnetworkbasedonimmunecloneselectionoptimization