基于Matern簇过程的NOMA-HetNet覆盖概率分析

景小荣; 陈怡西; 陈前斌

doi:10.11959/j.issn.1000-436x.2020150

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基于Matern簇过程的NOMA-HetNet覆盖概率分析

学术论文 | 更新时间：2024-06-05

- 基于Matern簇过程的NOMA-HetNet覆盖概率分析
- Analysis of coverage probability in NOMA-HetNet based on Matern cluster process
- 通信学报 2020年41卷第9期页码：147-159
- 作者机构：
  
  1. 重庆邮电大学通信与信息工程学院，重庆 400065
  2. 重庆邮电大学移动通信技术重庆市重点实验室，重庆 400065
- 作者简介：
  
  [ "景小荣（1974- ），男，甘肃平凉人，博士，重庆邮电大学教授、博士生导师，主要研究方向为无线通信系统信号与信息处理" ]
  [ "陈怡西（1995- ），女，四川广安人，重庆邮电大学硕士生，主要研究方向为无线通信、信号处理" ]
  [ "陈前斌（1967- ），男，四川营山人，博士，重庆邮电大学教授、博士生导师，主要研究方向为通信网理论与技术、无线通信、多媒体信息传输与处理" ]
- 基金信息：
  
  国家自然科学基金资助项目(61701062)
- DOI：10.11959/j.issn.1000-436x.2020150
  中图分类号： TN929.5
- 网络出版日期：2020-09，
  
  纸质出版日期：2020-09-25
- 稿件说明：
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景小荣, 陈怡西, 陈前斌. 基于Matern簇过程的NOMA-HetNet覆盖概率分析[J]. 通信学报, 2020,41(9):147-159.

Xiaorong JING, Yixi CHEN, Qianbin CHEN. Analysis of coverage probability in NOMA-HetNet based on Matern cluster process[J]. Journal on communications, 2020, 41(9): 147-159.
景小荣, 陈怡西, 陈前斌. 基于Matern簇过程的NOMA-HetNet覆盖概率分析[J]. 通信学报, 2020,41(9):147-159. DOI： 10.11959/j.issn.1000-436x.2020150.

Xiaorong JING, Yixi CHEN, Qianbin CHEN. Analysis of coverage probability in NOMA-HetNet based on Matern cluster process[J]. Journal on communications, 2020, 41(9): 147-159. DOI： 10.11959/j.issn.1000-436x.2020150.

摘要

考虑到用户与基站间的相关性和网络的不规则性，建立了基于 Matern 簇过程（MCP）的非正交多址接入型异构网（NOMA-HetNet）模型，并结合该模型分析了各类用户的覆盖概率。在分析过程中，首先，从理论上推导出用户的信干噪比（SINR）；其次，针对现实中的非完美串行干扰消除（SIC）方案，给出了一种更符合实际情况的SINR上限更新规则；然后，利用空间坐标系、概率论、随机几何理论和顺序统计量等数学工具分析了各类用户关联概率和服务距离；最后，推导了各类用户覆盖概率的理论表达式。利用数值仿真分析了簇半径、基站密度和干扰残余因子对服务距离和覆盖概率的影响，取得了与理论分析相吻合的结果，验证了理论分析的正确性。

Abstract

Considering the correlation between the users and base stations and the network irregularity

the non-orthogonal multiple access heterogeneous networks (NOMA-HetNet) based on Matern cluster process (MCP) was modeled.The coverage probability of UEs was analyzed.Firstly

the signal-to-interference-plus-noise ratios (SINR) of UEs were theoretically derived.Secondly

an updating law for the upper limit of SINR was presented for the imperfect serial interference elimination (SIC) scheme

which was more consistent with the reality.Then

using the mathematical tools such as spatial coordinate system

probability theory

stochastic geometry theory and order statistics

the correlation probability and service distances of the different types of UEs were analyzed.Finally

the theoretical expression of the coverage probability of UEs was derived.The effects of cluster radius

base station density

interference residual factors on service distances

and coverage probability are verified by numerical simulations.The simulation results are consistent with the theoretical analysis

which testifies the correctness of the theoretical analysis.

关键词

Keywords

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