Delay-bounded resource allocation for femtocells exploiting the statistical multiplexing gain

被引:2
作者
Chen, Xin [1 ]
Si, Yuan [1 ]
Xiang, Xudong [2 ]
机构
[1] Beijing Informat Sci & Technol Univ, Comp Sch, Beijing 100101, Peoples R China
[2] Univ Sci & Technol Beijing, Dept Comp Sci & Technol, Beijing 100083, Peoples R China
基金
中国国家自然科学基金;
关键词
Femtocell; Delay bound; Strict priority; Resource allocation; Statistical multiplexing gain; NETWORK CALCULUS; OPTIMIZATION; MANAGEMENT; FRAMEWORK; DESIGN; CACHE;
D O I
10.1007/s11227-015-1494-9
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Femtocell is an efficient solution for mobile operators to expand indoor coverage and increase network capacity. In this paper, we study the downlink resource allocation problem of two-tier macrocell-femtocell networks. We first formulate the problem as a Mixed Integer Non-Linear Program (MINLP) which aims to maximize the capacity of clustered femtocell networks subject to hard delay constraints of flows with different priorities. Next, we build arrival model for the traffics and apply Stochastic Network Calculus (SNC) to transforming the delay constraints into alternative minimum transmission rate requirements, then we propose a resource allocation algorithm called S-SAPCS to solve the MINLP. Simulation results show that the proposed algorithm has near-optimal performance. We also design a scheme based on deterministic network calculus to show that S-SAPCS is able to exploit the statistical multiplexing gain among multiple flows, which improves the throughput significantly.
引用
收藏
页码:3217 / 3236
页数:20
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