首页> 外文期刊>Sensors >Analytical Study on Multi-Tier 5G Heterogeneous Small Cell Networks: Coverage Performance and Energy Efficiency
【24h】

Analytical Study on Multi-Tier 5G Heterogeneous Small Cell Networks: Coverage Performance and Energy Efficiency

机译:多层5G异构小蜂窝网络的分析研究:覆盖性能和能效

获取原文
           

摘要

In this paper, we investigate the coverage performance and energy efficiency of multi-tier heterogeneous cellular networks (HetNets) which are composed of macrocells and different types of small cells, i.e., picocells and femtocells. By virtue of stochastic geometry tools, we model the multi-tier HetNets based on a Poisson point process (PPP) and analyze the Signal to Interference Ratio (SIR) via studying the cumulative interference from pico-tier and femto-tier. We then derive the analytical expressions of coverage probabilities in order to evaluate coverage performance in different tiers and investigate how it varies with the small cells’ deployment density. By taking the fairness and user experience into consideration, we propose a disjoint channel allocation scheme and derive the system channel throughput for various tiers. Further, we formulate the energy efficiency optimization problem for multi-tier HetNets in terms of throughput performance and resource allocation fairness. To solve this problem, we devise a linear programming based approach to obtain the available area of the feasible solutions. System-level simulations demonstrate that the small cells’ deployment density has a significant effect on the coverage performance and energy efficiency. Simulation results also reveal that there exits an optimal small cell base station (SBS) density ratio between pico-tier and femto-tier which can be applied to maximize the energy efficiency and at the same time enhance the system performance. Our findings provide guidance for the design of multi-tier HetNets for improving the coverage performance as well as the energy efficiency.
机译:在本文中,我们研究了由宏小区和不同类型的小型小区(即微微小区和毫微微小区)组成的多层异构蜂窝网络(HetNet)的覆盖性能和能效。借助随机几何工具,我们基于泊松点过程(PPP)对多层HetNets进行建模,并通过研究来自皮层和毫微微层的累积干扰来分析信干比(SIR)。然后,我们推导覆盖概率的分析表达式,以便评估不同级别的覆盖性能,并研究其随小型小区部署密度的变化。通过考虑公平性和用户体验,我们提出了一种不相干的信道分配方案,并得出了各个层级的系统信道吞吐量。此外,我们根据吞吐量性能和资源分配公平性来制定多层HetNets的能源效率优化问题。为了解决这个问题,我们设计了一种基于线性规划的方法来获得可行解的可用区域。系统级仿真表明,小型小区的部署密度对覆盖性能和能效具有重要影响。仿真结果还表明,在微微层和毫微微层之间存在最佳的小小区基站(SBS)密度比,该密度比可用于最大化能量效率,同时增强系统性能。我们的发现为多层HetNets的设计提供了指导,以提高覆盖范围以及能源效率。

著录项

获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号