DocumentCode
2563873
Title
A QoS Routing Algorithm Based on Culture-Particle Swarm Optimization in Wireless Mesh Networks
Author
Sun, Xuemei ; Li, Chunqing ; Zhang, Mingwei
Author_Institution
Coll. of Comput., Tianjin Polytech. Univ., Tianjin, China
fYear
2010
fDate
23-25 Sept. 2010
Firstpage
1
Lastpage
4
Abstract
QoS routing problem in wireless mesh networks is a nonlinear combination optimization problem, which has been proved to be a NP complete problem. This paper proposes a QoS routing algorithm based on culture-particle swarm optimization algorithms. The algorithm uses the dual-evolution mechanism of culture algorithms and achieves further improvement on global optimum location mutation particle swarm optimization algorithms (MPSO) by introducing the concept of inertia weight. Simulation results show that the algorithm is feasible and effective, and the speed of convergence is faster than MPSO algorithms for QoS routing in wireless mesh networks.
Keywords
computational complexity; particle swarm optimisation; quality of service; telecommunication network routing; wireless mesh networks; NP complete problem; QoS routing algorithm; culture-particle swarm optimization; dual-evolution mechanism; global optimum location mutation particle swarm optimization algorithms; nonlinear combination optimization problem; wireless mesh networks; Algorithm design and analysis; Delay; Heuristic algorithms; Particle swarm optimization; Quality of service; Routing; Wireless mesh networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications Networking and Mobile Computing (WiCOM), 2010 6th International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-3708-5
Electronic_ISBN
978-1-4244-3709-2
Type
conf
DOI
10.1109/WICOM.2010.5601177
Filename
5601177
Link To Document