电信科学 ›› 2013, Vol. 29 ›› Issue (4): 41-46.doi: 10.3969/j.issn.1000-0801.2013.04.009

• 研究与开发 • 上一篇    下一篇

多小区OFDMA系统中基于POMDP的干扰协调

魏强,杨涛,冯辉,胡波   

  1. 复旦大学电子工程系 上海 200433
  • 出版日期:2013-04-15 发布日期:2013-04-15
  • 基金资助:
    国家自然科学基金资助项目;国家科技重大专项基金资助项目;国家科技重大专项基金资助项目;国家科技重大专项基金资助项目

Interference Coordination Based on POMDP in Multi-Cell OFDMA System

Qiang Wei,Tao Yang,Hui Feng,Bo Hu   

  1. Department of Electronics Engineering，Fudan University，Shanghai 200433，China
  • Online:2013-04-15 Published:2013-04-15

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3

摘要：

对OFDMA系统中的干扰协调进行了研究，提出了一种基于部分可观察马尔可夫决策过程理论的动态干扰协调算法。该算法结合干扰的统计模型和信道的信干噪比对边缘用户进行信道分配。仿真结果表明，该算法能够有效地使边缘用户避开邻小区干扰，而且不需要小区间交互，节省了系统开销。另外，利用粒子滤波法建立了SINR和干扰的似然关系，不需要系统额外对干扰进行测量。

关键词: OFDMA系统, 多小区, 小区间干扰协调, 部分可观察马尔可夫决策过程

Abstract:

The inter-cell interference coordination（ICIC）of OFDMA system was studied，and a dynamic ICIC algorithm based on the theory of partially observable Markov decision process（POMDP）was proposed.The statistic model of interference and SINR of channel was combined to allocate channels for cell-edge user in this algorithm.Simulation results show that the proposed scheme can efficiently avoid interference for the cell-edge user.Since this algorithm avoids the coordination between cells，the system overhead is saved.Furthermore，a likelihood relation between SINR and interference was established by using particle filter，so there was no necessary for system to measure the interference.

Key words: OFDMA system, multi-cell, inter-cell interference coordination, partially observable markov decision process

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