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MPSO Algorithm Based QoS Parameter Optimization for LTE Networks

MPSO Algorithm Based QoS Parameter Optimization for LTE Networks
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摘要 QoS Optimization is an important part of LTE SON, but not yet defined in the specification. We discuss modeling the problem of QoS optimization, improve the fitness function, then provide an algorithm based on MPSO to search the optimal QoS parameter value set for LTE networks. Simulation results show that the algorithm converges more quickly and more accurately than the GA which can be applied in LTE SON. QoS Optimization is an important part of LTE SON, but not yet defined in the specification. We discuss modeling the problem of QoS optimization, improve the fitness function, then provide an algorithm based on MPSO to search the optimal QoS parameter value set for LTE networks. Simulation results show that the algorithm converges more quickly and more accurately than the GA which can be applied in LTE SON.
出处 《International Journal of Communications, Network and System Sciences》 2017年第5期1-13,共13页 通讯、网络与系统学国际期刊(英文)
关键词 LTE SELF-ORGANIZING Networks (SON) Quality of Services (QoS) GENETIC Algorithm (GA) MULTI-LEVEL Particle SWARM Optimization (MPSO) LTE Self-Organizing Networks (SON) Quality of Services (QoS) Genetic Algorithm (GA) Multi-Level Particle Swarm Optimization (MPSO)
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