5G毫米波回传与接入一体化网络中用户关联与资源分配联合优化方法

Translated title of the contribution: Joint Optimization of User Association and Resource Allocation for Millimeter-Wave Integrated Backhaul and Access Network

Zhongyu Ma, Bo Li, Zhongjiang Yan, Mao Yang

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Since the millimeter wave integrated backhaul and access network(mm-Wave IBAN) can divide the resource ratio between the access and the backhaul link as needed, there is a huge advantage in the improvement of the utilization rate for 5G communication network. A joint optimization method of user association and resource allocation is proposed and implemented for the mm-Wave IBAN from the perspective of the maximization of the transmission traffic in the whole network. The joint optimization problem of the user association and the resource allocation is formulated as a combined non-convex optimization problem, and then the problem is decomposed into two sub-problems. The first sub-problem, which is aimed at the maximization of the whole access rate, is the problem of the user association under the condition of the match between the access rate and backhaul rate. The second sub-problem, which is aimed at the maximization of the whole traffic of the network, is the problem of the resources allocation between the access link and backhaul link. The artificial immune optimization algorithm (IOA) is used to solve the first sub-problem. After that, the optimal transmission resource ratio between the access link and backhaul link is obtained according to the differentiating of the expression for the whole traffic. The simulation results show that the proposed method has more gains in the improvement of the whole network traffic when compared with the user association mechanism based on the nearest distance.

Translated title of the contributionJoint Optimization of User Association and Resource Allocation for Millimeter-Wave Integrated Backhaul and Access Network
Original languageChinese (Traditional)
Pages (from-to)943-951
Number of pages9
JournalXibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
Volume37
Issue number5
DOIs
StatePublished - 1 Oct 2019

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