时变环境下基于子空间投影与跟踪的OFDM系统参数信道估计

Liang Dong, Xiuying Cao, G. Bi
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引用次数: 1

摘要

信道估计是OFDM系统相干检测的关键。在导频符号辅助信道估计方法中,LS信道估计可以看作是对信道真实频率响应的噪声观测,因此可以通过信号子空间投影来压缩噪声分量。本文主要研究了结合子空间投影的参数信道估计方法。首先对OFDM系统的信号空间进行估计,然后利用ESPRIT方法对无线信道的多径时延进行估计,最后利用子空间投影法对信道进行更精确的估计。当信道多径延迟随时间变化时,为了保证信道估计的效率,需要对信号子空间进行跟踪。计算机仿真结果表明,该方法比传统的信道估计方法和非参数信道估计方法的性能要好得多。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parametric Channel Estimation for OFDM Systems in Time-Varying Environment Based on Subspace Projecting and Tracking
Channel estimation is critical for coherent detection in OFDM systems. In pilot symbol aided channel estimation methods, the LS channel estimation can be viewed as a noisy observation of the true channel frequency response, so the noise component can be compressed through signal subspace projecting. In this paper, we focus on parametric channel estimation method combined with subspace projecting. First, we estimate the signal space of the OFDM system, and then we can use ESPRIT method to estimate the multipath delay of wireless channel, finally we use subspace projecting to get more accurate channel estimation. When the channel multipath delays vary with time, the signal subspace should be tracked to keep the efficiency of channel estimation. Computer simulations show that the performance of our method is much better than traditional channel estimation methods and its nonparametric counterpart.
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