Title :
Performance Evaluation of Mesh Router Node Placement Using Simulated Annealing Considering Exponential and Weibull Distributions
Author :
Sakamoto, Shinji ; Oda, Tetsuya ; Kulla, Elis ; Spaho, Evjola ; Barolli, Leonard
Author_Institution :
Grad. Sch. of Eng., Fukuoka Inst. of Technol. (FIT), Fukuoka, Japan
Abstract :
One of the key advantages of Wireless Mesh Networks (WMNs) is their importance for providing cost-efficient broadband connectivity. There are issues for achieving the network connectivity and user coverage, which are related with the node placement problem. In this paper, we use a Simulated Annealing (SA) system for mesh router node placement in Wireless Mesh Networks (WMNs). We compare the system performance for Exponential and Weibull distributions of mesh clients. Simulation results show that best results are obtained where the value of temperature is 1 and for Weibull distribution of mesh clients. While, when we increase temperature value there are oscillations and the optimal solution is not reached.
Keywords :
Weibull distribution; broadband networks; computer network performance evaluation; exponential distribution; simulated annealing; telecommunication network routing; wireless mesh networks; SA; WMN; Weibull distribution; cost-efficient broadband connectivity; exponential distribution; mesh clients; mesh router node placement problem; network connectivity; performance evaluation; simulated annealing; temperature value; user coverage; wireless mesh networks; Network topology; Simulated annealing; Temperature distribution; Topology; Weibull distribution; Wireless communication; Wireless mesh networks; Connectivity; Coverage; Number of Generations; Population Size; Simulated Annealing; WMNs;
Conference_Titel :
Network-Based Information Systems (NBiS), 2013 16th International Conference on
Conference_Location :
Gwangju
Print_ISBN :
978-1-4799-2509-4
DOI :
10.1109/NBiS.2013.31