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Analysis of mesh router placement in wireless mesh networks using Friedman test considering different meta-heuristics

Autor
Oda, T.; Liu, Y.; Sakamoto, S.; Elmazi, D.; Barolli, L.; Xhafa, F.
Tipus d'activitat
Article en revista
Revista
International journal of communication networks and distributed systems
Data de publicació
2015
Volum
15
Número
1
Pàgina inicial
84
Pàgina final
106
DOI
https://doi.org/10.1504/IJCNDS.2015.070289 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/86779 Obrir en finestra nova
URL
http://www.inderscienceonline.com/doi/abs/10.1504/IJCNDS.2015.070289 Obrir en finestra nova
Resum
In this paper, we deal with connectivity and coverage problem in wireless mesh networks (WMNs). We used Friedman test to compare genetic algorithm (GA), tabu search (TS), hill climbing (HC) and simulated annealing (SA). We found out that GA, TS, HC and SA have differences in their performance. Then, we used the implemented systems WMN-GA, WMN-TS, WMN-HC and WMN-SA to evaluate and compare the performance of the systems for different distributions of mesh clients in terms of size of giant componen...
Citació
Oda, T., Liu, Y., Sakamoto, S., Elmazi, D., Barolli, L., Xhafa, F. Analysis of mesh router placement in wireless mesh networks using Friedman test considering different meta-heuristics. "International journal of communication networks and distributed systems", 2015, vol. 15, núm. 1, p. 84-106.
Paraules clau
Friedman test, WMNs, genetic algorithms, giant component, hill climbing, mesh router placement, metaheuristics, network connectivity, network coverage, simulated annealing, simulation, tabu search, user coverage, wireless mesh networks

Participants

  • Oda, Tetsuya  (autor)
  • Liu, Yi  (autor)
  • Sakamoto, Shinji  (autor)
  • Elmazi, Donald  (autor)
  • Barolli, Leonard  (autor)
  • Xhafa Xhafa, Fatos  (autor)