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An intelligent mechanism for dynamic spectrum sharing in 5G IoT networks.

Authors :
Xu, Jin
Zhaojun, Xu
Wenli, Yao
Hu, Wenbin
Cabani, Adnane
Xinrong, Hu
Source :
Expert Systems with Applications. Oct2024:Part A, Vol. 252, pN.PAG-N.PAG. 1p.
Publication Year :
2024

Abstract

• Proposes a novel Multi-agent based IoT Network (MBIN) 5G architecture. • Introduces the intelligent cloud-based radio access technology to IoT services. • Presents the Advanced Cloud-Enabled Double Auction (ACEDA) system. Amid the rapid advancement of wireless network technologies, the forthcoming ubiquity of the Internet of Things (IoT) necessitates the development of sophisticated architectural frameworks and algorithms capable of handling the associated spectrum management complexities. This study proposes an innovative Mobile Broadband Internet of Things (MBIN) architecture, designed to facilitate efficient progression of the impending IoT revolution. The centerpiece of this architecture is a ground-breaking Advanced Cloud-Enabled Double Auction (ACEDA) algorithm. Deployed within the MBIN framework, this mechanism optimizes the sharing of spectrum resources, thereby enhancing the performance of the IoT structure. Theoretical grounding, algorithmic implementation, simulation results, and user satisfaction analysis are discussed in-depth to validate the efficacy of this approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09574174
Volume :
252
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
177746638
Full Text :
https://doi.org/10.1016/j.eswa.2024.124122