An improved channel order estimation method for OFDM systems based on MDL criterion

Zhenzhou Tang, Qian Hu
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引用次数: 2

Abstract

Channel estimation plays an important role in wireless OFDM systems. This paper studies the channel order estimation problem, which aims to estimate the number of paths of wireless channels. We first introduce the traditional channel order estimation method based on minimum description length (MDL) criterion. We find that the traditional method do not perform well when the number of channel samples is small. In order to solve this problem, we propose an improved channel order estimation method, which is also based on MDL criterion. Simulation results show that the improved method has a better performance than the traditional method in terms of estimation precision.
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一种改进的基于MDL准则的OFDM信道阶数估计方法
信道估计在无线OFDM系统中起着重要的作用。本文研究了信道序估计问题,其目的是估计无线信道的路径数。首先介绍了基于最小描述长度(MDL)准则的传统信道阶数估计方法。我们发现,当通道样本数量较少时,传统的方法表现不佳。为了解决这一问题,我们提出了一种改进的信道阶数估计方法,该方法也是基于MDL准则。仿真结果表明,改进后的方法在估计精度方面优于传统方法。
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