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Cooperative Clustering Performance Enhancement Using Genetic Algorithm in CRNs

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Last updated: 04 Jan 2025

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Abstract

Cognitive radio (CR) is a substantial technology for spectrum utilization in wireless communication networks. Cooperative Spectrum Sensing (CSS) has been ensured to enhance the performance of detection for cognitive users in the existence of spectral variation, moreover, it tends to be an essential section in Cognitive Radio Network (CRN) due to being fit for decreasing the probability of bumble in blurring channels. Generally, cooperative clustering in spectrum detection is consolidated to limit Jostle of revealing channel, update execution of sensing and decrease the computational use. In this research, the proposed co-operative clustering in CRN using optimization scheme (Genetic) constrains the total power wasted by CRN and time delay. Therefore, the simulation analysis demonstrates that the proposed scheme able to accomplish preferred energy gains less over the traditional cooperative scheme, lessen delay time and upgrade the total performance of CRN.

DOI

10.21608/mjeer.2020.69021

Authors

First Name

Ibrahim

Last Name

Salah

MiddleName

-

Affiliation

CCE Department, Faculty of Eng., Nahda University, New BeniSuieif, Egypt

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First Name

Waleed

Last Name

Saad

MiddleName

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Affiliation

ECE Department, Faculty of Electronic and Electrical Eng., Menoufia University, Egypt.

Email

waleedsaad100@yahoo.com

City

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Orcid

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First Name

Mona

Last Name

Shokair

MiddleName

-

Affiliation

ECE Department, Faculty of Electronic and Electrical Eng., Menoufia University, Egypt.

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Volume

29

Article Issue

1

Related Issue

9963

Issue Date

2020-01-01

Receive Date

2020-01-23

Publish Date

2020-01-01

Page Start

61

Page End

65

Print ISSN

1687-1189

Online ISSN

2682-3535

Article File

MJEER_Volume 29_Issue 1_Pages 61-65.pdf

PDF . 1.4MB

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https://mjeer.journals.ekb.eg/article_69021.html

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https://mjeer.journals.ekb.eg/service?article_code=69021

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Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

https://mjeer.journals.ekb.eg/

MainTitle

Cooperative Clustering Performance Enhancement Using Genetic Algorithm in CRNs

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Article

Created At

22 Jan 2023