北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2014, Vol. 37 ›› Issue (6): 63-67.doi: 10.13190/j.jbupt.2014.06.013

• 论文 • 上一篇    下一篇

泊松域上基于有限反馈的干扰对齐系统性能分析

胡浪涛1,2, 袁超伟1   

  1. 1. 北京邮电大学 信息与通信工程学院, 北京 100876;
    2. 安庆师范学院 计算机与信息学院, 安徽 安庆 246000
  • 收稿日期:2014-03-14 出版日期:2014-12-28 发布日期:2014-10-17
  • 作者简介:胡浪涛(1982-),男,博士生,E-mail:122634998@qq.com;袁超伟(1960-),男,教授,博士生导师.
  • 基金资助:

    国家高技术研究发展计划(863计划)项目(2014AA01A701);安徽省教育厅基金项目(KJ2013B117)

System Performance Analysis of Interference Alignment with Limited Feedback in Poisson Field

HU Lang-tao1,2, YUAN Chao-wei1   

  1. 1. School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China);
    2. School of Computer Information, Anqing Normal University, Anhui Anqing 246011, China
  • Received:2014-03-14 Online:2014-12-28 Published:2014-10-17

摘要:

为了满足用户日益增长的数据流量需求,无线网络基站架构正从严格规划的宏基站转变为多个分布式基站. 分布式基站的部署位置具有很强的随机性,不同于传统的基于规则的基站部署模型,在泊松域上可随机部署基站,为此,研究了多输入多输出干扰网络中基于有限反馈的干扰对齐系统性能. 首先将基站在泊松域上建模成齐次泊松过程,分析了量化后的信道状态信息的相关统计特征,推导了系统的中断概率和网络容量的近似闭合表达式,通过最大化网络容量的下界得到了最优的发射机部署密度参数. 仿真结果验证了所推导的表达式能准确地评估基于有限反馈的干扰对齐系统性能.

关键词: 干扰对齐, 泊松域, 有限反馈, 干扰网络

Abstract:

Due to the increasing traffic demand per user, the wireless networks are in a major transition from a carefully planned set of large tower-mounted base-stations (BSs) to an irregular deployment of distributed BSs. The location of distributed BSs is random essentially, unlike prior studies which assumed the base station to be deployed at fixed location. The studies were used to assume the base station was deployed at a random location in Poisson field, and system performance analysis of interference alignment (IA) with limited feedback in multiple input multiple output interference network is studied. Firstly, the base stations were distributed as a spatial homogeneous Poisson point process in Poisson field. The statistical characteristics of channel state information quantization were obtained, and the approximate analytical expressions of outage probability and network throughput were derived. The optimal base station deploying intensity was calculated by maximizing the lower bound of network throughput. Numerical results show that the expressions can provide sufficient precision for evaluating the systems performance of IA with limited feedback.

Key words: interference alignment, Poisson field, limited feedback, interference network

中图分类号: