Title :
Load Balancing Placement of Gateways in Wireless Mesh Networks with QoS Constraints
Author :
Zeng, Feng ; Chen, Zhigang
Author_Institution :
Sch. of Inf. Sci. & Eng., Central South Univ., Changsha
Abstract :
In wireless mesh networks (WMNs), load balancing placement of gateways is important to the network performance. In this paper, we address the problem of load balancing gateway placement, and propose a greedy algorithm GA-LBC to partition a WMN into load-balance and disjointed clusters, each cluster satisfies QoS requirements. Based on GA-LBC algorithm and the principles of genetic algorithm, we propose a hybrid algorithm HA-LBPG to get the near-optimal solution. Simulation results show that the number of gateways generated by HA-LBPG is nearly equal to the result from other gateway placement algorithms, and as far as the load balancing on the gateways is concerned, HA-LBPG performs much better than the others.
Keywords :
genetic algorithms; greedy algorithms; internetworking; radio networks; resource allocation; GA-LBC algorithm; QoS constraints; genetic algorithm; greedy algorithm; load balancing gateway placement; network performance; wireless mesh networks; Clustering algorithms; Costs; Genetic algorithms; Greedy algorithms; Internet; Load management; Partitioning algorithms; Spine; Telecommunication traffic; Wireless mesh networks; gateway placement; genetic algorithm; greedy algorithm; load balance; wireless mesh network;
Conference_Titel :
Young Computer Scientists, 2008. ICYCS 2008. The 9th International Conference for
Conference_Location :
Hunan
Print_ISBN :
978-0-7695-3398-8
Electronic_ISBN :
978-0-7695-3398-8
DOI :
10.1109/ICYCS.2008.15