北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2009, Vol. 32 ›› Issue (3): 86-90.doi: 10.13190/jbupt.200903.86.zhangh

• 论文 • 上一篇    下一篇

Kalman滤波预测的多小区子载波分配方法

章辉 李静雅 许晓东 王爽 张平   

  1. 北京邮电大学,电信工程学院 北京邮电大学 北京邮电大学 北京邮电大学
  • 收稿日期:2008-11-13 修回日期:2009-03-18 出版日期:2009-06-28 发布日期:2009-06-28
  • 通讯作者: 章辉

Multicell Subcarrier Allocation based on Kalman Filter Forecast

ZHANG Hui ; LI Jing-ya ;Xu Xiao-dong ; WANG Shuang; ZHANG Ping   

  • Received:2008-11-13 Revised:2009-03-18 Online:2009-06-28 Published:2009-06-28
  • Contact: Hui Zhang

摘要:

小区间干扰协调是3G演进系统中抑制小区间干扰的重要策略, 并且在各类小区间干扰协调方案包含着不同的频率复用方法。为了在抑制干扰的同时提高频谱利用率,提出了可用频率集合的概念。如何分配可用频率集合中不同频点的子载波直接关系到小区间干扰的强弱程度,而现有的子载波分配方法往往基于当前信道状况, 导致在分配过程中因时间的滞后性而带来较大的干扰。针对这种情况,提出了一种基于Kalman滤波预测的自适应子载波分配方法。该方法通过检测获取不同子载波对用户的信道增益干扰比(GIR), 进而采用Kalman滤波估计得到下一时刻的GIR预测值大小,并以该预测值作为子载波分配的依据。仿真结果表明,与固定子载波分配方法和基于当前GIR的子载波分配方法相比,该方法能有效降低不同频率复用方法下的小区间干扰,改善小区和用户的性能,具体表现在提高了小区吞吐量,降低了用户的阻塞率,以及改善了小区边缘用户的比特丢失率。

关键词: 小区间干扰, Kalman滤波, 子载波分配, 增益干扰比

Abstract:

In 3G evolution systems, it’s an important inter-cell interference mitigation scheme for inter-cell interference coordination, which includes various frequency reuse methods. At the same time, the concept of available frequency sets is proposed for frequency reuse, which not only enables to mitigate inter-cell interference, but also enables to improve frequency utilization. On this basis, how to allocate the sub-carriers in available frequency sets is a critical problem, which directly relates with the strength of interference. But on the other hand, the existing methods are usually on the state of current channel, which easily causes extra interference due to time delay. In this situation, an adaptive subcarriers allocation method is proposed, which is based on the forecast by Kalman filter. In this method, the gain interference ratio (GIR) among users and available subcarriers are got by measurement. Then the GIR in the next time is forecasted by Kalman filter, and the subcarriers are allocated according to such forecasted GIR. The simulation results show that compared with fixed subcarriers allocation and subcarriers allocation based on current GIR, the proposed method can effectively reduce inter-cell interference under different frequency reuse methods, and improve the performance. Specially, the throughput is raised, and the blocking rate and the bit loss rate in cell-edge are also reduced too.

Key words: inter-cell interference (ICI), Kalman filter, subcarriers allocation, gain interference ratio (GIR)