Title :
Performance Evaluation of WMN-GA System for Node Placement in WMNs for Normal and Uniform Distributions of Mesh Clients Considering Different Grid Shapes
Author :
Oda, Tetsuya ; Barolli, Admir ; Spaho, Evjola ; Barolli, Leonard ; Xhafa, Fatos
Author_Institution :
Grad. Sch. of Eng., Fukuoka Inst. of Technol. (FIT), Fukuoka, Japan
Abstract :
In this paper, we evaluate the performance of WMN-GA system for node placement problem in WMNs. For evaluation, we consider Normal and Uniform Distribution of mesh clients and different grid shapes. The simulation results shows that grid shape effects in the performance of WMN-GA. With the increasing of grid size, the mesh routers can not cover all mesh clients in the grid size and the performance of the system is decreased. The system performs better for Normal distribution of mesh clients.
Keywords :
genetic algorithms; normal distribution; performance evaluation; telecommunication network routing; wireless mesh networks; WMN-GA system; genetic algorithm; grid shape effect; mesh client router; node placement problem; normal distribution; performance evaluation; uniform distribution; Encoding; Gaussian distribution; Genetic algorithms; Shape; Simulation; Sociology; Statistics; Connectivity; Coverage; Genetic Algorithms; Wireless Mesh Networks;
Conference_Titel :
Complex, Intelligent, and Software Intensive Systems (CISIS), 2013 Seventh International Conference on
Conference_Location :
Taichung
Print_ISBN :
978-0-7695-4992-7
DOI :
10.1109/CISIS.2013.32
