Skip to main content

2013 | OriginalPaper | Buchkapitel

Performance Evaluation of WMNs Using Simulated Annealing Algorithm Considering Different Number Iterations per Phase and Normal Distribution

verfasst von : Shinji Sakamoto, Tetsuya Oda, Elis Kulla, Makoto Ikeda, Leonard Barolli, Fatos Xhafa

Erschienen in: Information Technology Convergence

Verlag: Springer Netherlands

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Wireless Mesh Networks (WMNs) currently have a lot of attention in wireless research and technology community due to their importance for providing cost-efficient broadband connectivity. Issues for achieving the network connectivity and user coverage are related with the node placement problem. In this work, we consider the router node placement problem in WMNs. We want to find the most optimal distribution of router nodes in order to provide the best network connectivity and provide the best client coverage in a set of uniformly distributed clients. We use our WMN-SA simulation system to calculate the size of Giant Component (GC) and number of covered users with different number of iterations per phase of Simulated Annealing (SA) algorithm calculations. From results, SA is good algorithm for optimizing the size of GC. While in terms of number of covered users, it does not cover all users. The performance of WMN-SA system increases when we use more iterations per phase.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
Initial solution, fitness evaluation and movement types are the same for Hill Climbing and Simulated Annealing
 
Literatur
1.
Zurück zum Zitat Akyildiz F, Wang X, Wang W (2005) Wireless mesh networks: a survey. Comput Netw 47(4):445–487CrossRefMATH Akyildiz F, Wang X, Wang W (2005) Wireless mesh networks: a survey. Comput Netw 47(4):445–487CrossRefMATH
2.
Zurück zum Zitat Nandiraju N, Nandiraju D, Santhanama L, He B, ,Wang J and Agrawal D (2007) Wireless mesh networks: current challenges and future direction of web-in-the-sky. IEEE Wireless Commun,pp 79–89 Nandiraju N, Nandiraju D, Santhanama L, He B, ,Wang J and Agrawal D (2007) Wireless mesh networks: current challenges and future direction of web-in-the-sky. IEEE Wireless Commun,pp 79–89
3.
Zurück zum Zitat Chen Ch, Chekuri Ch (2007) Urban wireless mesh network planning: the case of directional antennas. Tech report no. UIUCDCS-R-2007-2874, Department of computer science, University of Illinois at urbana-champaign Chen Ch, Chekuri Ch (2007) Urban wireless mesh network planning: the case of directional antennas. Tech report no. UIUCDCS-R-2007-2874, Department of computer science, University of Illinois at urbana-champaign
4.
Zurück zum Zitat Garey MR, Johnson DS (1979) Computers and intractability : a guide to the theory of np-completeness. Freeman, San FranciscoMATH Garey MR, Johnson DS (1979) Computers and intractability : a guide to the theory of np-completeness. Freeman, San FranciscoMATH
5.
Zurück zum Zitat Lim B, Rodrigues F, Wang, Xua Zh (2005) k- center problems with minimum coverage. Theoret Comput Sci 332(1-3):1–17 Lim B, Rodrigues F, Wang, Xua Zh (2005) k- center problems with minimum coverage. Theoret Comput Sci 332(1-3):1–17
6.
Zurück zum Zitat Amaldi E, Capone A, Cesana M, Filippini I, Malucelli F (2008) Optimization models and methods for planning wireless mesh networks. Comput Netw 52:2159–2171CrossRefMATH Amaldi E, Capone A, Cesana M, Filippini I, Malucelli F (2008) Optimization models and methods for planning wireless mesh networks. Comput Netw 52:2159–2171CrossRefMATH
7.
Zurück zum Zitat Wang J, Xie B, Cai K, Agrawal DP (2007) Efficient mesh router placement in wireless mesh networks. In: Proceedings of MASS-2007, Pisa, Italy, pp 9–11 Wang J, Xie B, Cai K, Agrawal DP (2007) Efficient mesh router placement in wireless mesh networks. In: Proceedings of MASS-2007, Pisa, Italy, pp 9–11
8.
Zurück zum Zitat Muthaiah SN,Rosenberg C (2008) Single gateway placement in wireless mesh networks. In: Proceedings of 8th international IEEE symposium on computer networks, Turkey, pp 4754–4759 Muthaiah SN,Rosenberg C (2008) Single gateway placement in wireless mesh networks. In: Proceedings of 8th international IEEE symposium on computer networks, Turkey, pp 4754–4759
9.
Zurück zum Zitat Zhou P, Manoj BS, Rao RA (2007) Gateway placement algorithm in wireless mesh networks. In: Proceedings of the 3rd annual international wireless internet conference (WICON-2007), pp 1–9 Zhou P, Manoj BS, Rao RA (2007) Gateway placement algorithm in wireless mesh networks. In: Proceedings of the 3rd annual international wireless internet conference (WICON-2007), pp 1–9
10.
Zurück zum Zitat Tang M (2009) Gateways placement in backbone wireless mesh networks. Int J Commun Net Syst Sci 2(1):45–50 Tang M (2009) Gateways placement in backbone wireless mesh networks. Int J Commun Net Syst Sci 2(1):45–50
11.
Zurück zum Zitat Franklin A and Siva Ram Murthy C (2007) Node placement algorithm for deployment of two-tier wireless mesh networks. In: Proceedings of IEEE GLOBECOM-2007, Washington, USA, pp 4823–4827 Franklin A and Siva Ram Murthy C (2007) Node placement algorithm for deployment of two-tier wireless mesh networks. In: Proceedings of IEEE GLOBECOM-2007, Washington, USA, pp 4823–4827
12.
Zurück zum Zitat Vanhatupa T, Hannikainen M and Hamalainen TD (2007) Genetic algorithm to optimize node placement and configuration for WLAN planning. In: Proceedings of 4th international symposium on wireless communication systems, pp 612–616 Vanhatupa T, Hannikainen M and Hamalainen TD (2007) Genetic algorithm to optimize node placement and configuration for WLAN planning. In: Proceedings of 4th international symposium on wireless communication systems, pp 612–616
14.
Zurück zum Zitat Xhafa F, Sanchez Ch, Barolli L, Miho R (2010) An annealing approach to router nodes placement problem in wireless mesh networks In: Proceedings of CISIS-2010, pp 245–252 Xhafa F, Sanchez Ch, Barolli L, Miho R (2010) An annealing approach to router nodes placement problem in wireless mesh networks In: Proceedings of CISIS-2010, pp 245–252
15.
Zurück zum Zitat Holland J (1975) Adaptation in natural and artificial systems. University of Michigan Press, Ann Arbor Holland J (1975) Adaptation in natural and artificial systems. University of Michigan Press, Ann Arbor
16.
Zurück zum Zitat Xhafa F, Sanchez C, Barolli L, (2010) Genetic algorithms for efficient placement of router nodes in wireless mesh networks.In: Proceedings of AINA 2010, pp 465–472 Xhafa F, Sanchez C, Barolli L, (2010) Genetic algorithms for efficient placement of router nodes in wireless mesh networks.In: Proceedings of AINA 2010, pp 465–472
Metadaten
Titel
Performance Evaluation of WMNs Using Simulated Annealing Algorithm Considering Different Number Iterations per Phase and Normal Distribution
verfasst von
Shinji Sakamoto
Tetsuya Oda
Elis Kulla
Makoto Ikeda
Leonard Barolli
Fatos Xhafa
Copyright-Jahr
2013
Verlag
Springer Netherlands
DOI
https://doi.org/10.1007/978-94-007-6996-0_18

Neuer Inhalt