Admission Control of Wireless Virtual Networks in HetHetNets

作者:Mirahsan Meisam*; Senarath Gamini; Farmanbar Hamid; Ngoc Dung Dao; Yanikomeroglu Halim
来源:IEEE Transactions on Vehicular Technology, 2018, 67(5): 4565-4576.
DOI:10.1109/TVT.2018.2794221

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.

  • 出版日期2018-5