Admission Control of Wireless Virtual Networks in HetHetNets

被引:6
作者
Mirahsan, Meisam [1 ]
Senarath, Gamini [2 ]
Farmanbar, Hamid [2 ]
Ngoc Dung Dao [2 ]
Yanikomeroglu, Halim [1 ]
机构
[1] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
[2] Huawei R&D Ctr, Ottawa, ON L3R 5A4, Canada
关键词
Admission control; wireless virtual networks; heterogeneous traffic; convex optimization; IN-THE-LOOP; PERFORMANCE; NODE;
D O I
10.1109/TVT.2018.2794221
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we propose an efficient analytical method for admission control of wireless virtual networks (VNs), with heterogeneous traffic profiles, and various quality-of-experience (QoE) requirements, in the future software-defined radio access networks. We present a novel methodology for the admission control process that includes feedback information to the VN customers to improve their traffic profile accuracy, and consequently, their QoE. We formulate the virtual network admission control problem as a convex optimization problem which allows general multiple association between user equipment and base stations. Consequently, we propose an algorithm for solving this problem. The proposed method is applicable on heterogeneous networks with heterogeneous traffic distributions. We also propose a number of extensions to the problem including mechanisms that consider minimization of the network and service cost, and optimization according to the backhaul limitations. The simulation results show that our proposed methods are accurate and result in significant improvement in network resource utilization and customer satisfaction.
引用
收藏
页码:4565 / 4576
页数:12
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