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Analyzing Wireless Mesh Network Using Spectral Graph Theory.

Authors :
Jovanovic, Nenad M.
Source :
Artificial Intelligence & Applications (2811-0854); Jul2024, Vol. 2 Issue 3, p195-201, 7p
Publication Year :
2024

Abstract

Wireless mesh networks (WMNs) are a type of wireless network that can be used for various applications, such as Internet access, disaster response, and military communication. These networks consist of mesh routers that can communicate with each other and form a mesh topology, allowing them to provide connectivity even if some of the routers fail or are out of range. In this study, we used spectral graph theory to analyze the performance of a WMN. For the analysis process, software was developed to calculate the topological characteristics of the graph representing the WMN. The correlation between the values of the parameters of spectral graph theory and the topological characteristics of the observed network is analyzed. First, an analysis of the influence of the change in signal strength, in the observedWMN, on the algebraic connectivity was performed, and then the change in the spectral radius was also analyzed. The analysis was performed using special software, which was developed for that purpose. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
28110854
Volume :
2
Issue :
3
Database :
Complementary Index
Journal :
Artificial Intelligence & Applications (2811-0854)
Publication Type :
Academic Journal
Accession number :
179722578
Full Text :
https://doi.org/10.47852/bonviewAIA3202613