Empirical modelling and analysis of phase noise in OFDM systems

IF 1.6 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IET Communications Pub Date : 2024-09-04 DOI:10.1049/cmu2.12832
Qihong Duan, Heng Du, Jiang Xue, Feng Li
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Abstract

Based on empirical data of an orthogonal frequency division multiplexing system in realistic environments of next-generation cellular networks, a new analytical model of phase noise and numerical characteristics of the common phase error and intercarrier interference are derived. Applying an asymptotic theory of probability, analytical expressions are present to approximate the mean vector and the covariance matrix of the intercarrier interference. The approximation expression of the covariance matrix is accurate enough and only has three parameters. When applied to estimate original symbols based on additive white Gaussian noise channel, a Gibbs sampler performs better than the current estimation algorithm following Weiner process phase noise.

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OFDM系统中相位噪声的实证建模与分析
基于新一代蜂窝网络实际环境下正交频分复用系统的经验数据,推导了一种新的相位噪声解析模型以及共相位误差和载波间干扰的数值特征。应用渐近概率论,给出了载波间干扰均值向量和协方差矩阵的近似解析表达式。协方差矩阵的近似表达式足够精确,只有三个参数。将Gibbs采样器应用于基于加性高斯白噪声信道的原始符号估计时,其性能优于目前的基于Weiner过程相位噪声的估计算法。
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来源期刊
IET Communications
IET Communications 工程技术-工程:电子与电气
CiteScore
4.30
自引率
6.20%
发文量
220
审稿时长
5.9 months
期刊介绍: IET Communications covers the fundamental and generic research for a better understanding of communication technologies to harness the signals for better performing communication systems using various wired and/or wireless media. This Journal is particularly interested in research papers reporting novel solutions to the dominating problems of noise, interference, timing and errors for reduction systems deficiencies such as wasting scarce resources such as spectra, energy and bandwidth. Topics include, but are not limited to: Coding and Communication Theory; Modulation and Signal Design; Wired, Wireless and Optical Communication; Communication System Special Issues. Current Call for Papers: Cognitive and AI-enabled Wireless and Mobile - https://digital-library.theiet.org/files/IET_COM_CFP_CAWM.pdf UAV-Enabled Mobile Edge Computing - https://digital-library.theiet.org/files/IET_COM_CFP_UAV.pdf
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