An Improved DCT-Based Channel Estimation Algorithm with Channel PDP Modeling

Junzi Luo, Dongming Wang
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引用次数: 2

Abstract

In this paper, we focus on the improvement of denoising performance of discrete cosine transform (DCT)-based channel estimator under different channel modeling. We present an improved DCT-based channel estimation algorithm for orthogonal frequency-division multiplexing mobile communication systems. This algorithm is based on a simplified denoise filter in DCT domain which is derived by traditional LMMSE filter, but has low computational complexity. In the algorithm, we employ different channel power delay profile (PDP) model to calculate coefficients of the denoise filter and propose a method to obtain coefficients without complicated calculations. Simulation results show that the use of improved DCT-based channel estimation algorithm can effectively reduce the noise in DCT domain, and consequently, improve the channel estimation performance.
一种改进的基于dct的信道估计算法和信道PDP建模
本文主要研究了在不同信道建模条件下,基于离散余弦变换(DCT)的信道估计器去噪性能的改进。提出了一种改进的基于dct的正交频分复用移动通信系统信道估计算法。该算法基于传统LMMSE滤波器衍生的DCT域简化降噪滤波器,具有较低的计算复杂度。在算法中,我们采用不同信道功率延迟曲线(PDP)模型来计算噪声滤波器的系数,并提出了一种无需复杂计算即可获得系数的方法。仿真结果表明,采用改进的基于DCT的信道估计算法可以有效地降低DCT域中的噪声,从而提高信道估计性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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