Performance Comparison Between Different Optimization Techniques in Cognitive Radio for Spectrum Allocation

Dynamic spectrum sharing is a distributive opportunistic spectrum access for wireless users to access the spectrum any time dynamically. This proposed approach provides a spectrum allocation technique to the users based on a multi-objective genetic optimization algorithm in interweave mode of spectr...

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Vydáno v:Wireless personal communications Ročník 125; číslo 1; s. 143 - 157
Hlavní autoři: Sofia, D. Sumithra, Edward, A. Shirly
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York Springer US 01.07.2022
Springer Nature B.V
Témata:
Algorithms
Cognitive radio
Communications Engineering
Computer Communication Networks
Engineering
Fitness
Multiple objective analysis
Networks
Optimization
Power consumption
Signal,Image and Speech Processing
4G-LTE
Interweave mode
Multi objective genetic optimization algorithm
5G-NR
Brute force algorithm
Dynamic spectrum sharing
ISSN:0929-6212, 1572-834X
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Shrnutí:Dynamic spectrum sharing is a distributive opportunistic spectrum access for wireless users to access the spectrum any time dynamically. This proposed approach provides a spectrum allocation technique to the users based on a multi-objective genetic optimization algorithm in interweave mode of spectrum sharing. The multiple objectives targeted are minimizing BER, minimizing Power consumption, and maximizing the Throughput and minimizing interference. This proposed algorithm is compared with the existing Brute force algorithm and provides a gradual increase in the fitness value for an increase in the transmission BW. Also, this proposed algorithm finds better solution to multi-objective scenario with high fitness score values.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
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ISSN:0929-6212
1572-834X
DOI:10.1007/s11277-022-09545-w