计算机科学 ›› 2014, Vol. 41 ›› Issue (4): 53-56.

• 网络与通信 • 上一篇    下一篇

一种改进的LMMSE信道估计算法

练柱先,余江,徐丽敏   

  1. 云南大学信息学院 昆明650091;云南大学信息学院 昆明650091;云南大学数学与统计学院 昆明650091
  • 出版日期:2018-11-14 发布日期:2018-11-14
  • 基金资助:
    本文受国家自然科学基金(61162004)资助

Improved LMMSE Channel Estimation Algorithm

LIAN Zhu-xian,YU Jiang and XU Li-min   

  • Online:2018-11-14 Published:2018-11-14

摘要: LS算法简单,容易受到噪声的干扰,但是它不需要预先知道信道的统计信息。通过对信道的时域特性进行研究,在基于LS算法的基础上提出了一种改进的LMMSE信道估计算法,与传统的LMMSE信道估计算法相比,改进的LMMSE算法不需要预先知道信道的统计信息,其性能要优于LS算法;并针对MSE和BER的性能进行了仿真,理论分析和仿真结果也表明:改进的LMMSE算法性能优于LS算法,而且比较接近传统的LMMSE算法。

关键词: 正交频分复用,导频辅助信道估计(PSAM),信噪比(SNR),均方误差(MSE)

Abstract: LS algorithm is simple and vulnerable to the interference of noise,but it does not need to know the channel statistic knowledge in advance.Through the research of time-domain characteristics of channel,an improved LMMSE channel estimation algorithm was proposed.Compared with traditional LMMSE channel estimation algorithm,the improved LMMSE algorithm does not need to know channel statistical information in advance,whose performance is superior to the LS algorithm.And aiming at MSE and BER performance,its performance was simulated.Theoretical analysis and simulation results also show that performance of the improved LMMSE algorithm is better than that of the LS algorithm,and close to the traditional LMMSE algorithm.

Key words: Orthogonal frequency division multiplexing,Pilot aided channel estimation,Signal-to-noise ratio,Mean square error

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