Improved Phase Noise Compensation in OFDM Systems

IF 0.5 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Radioengineering Pub Date : 2022-10-01 DOI:10.13164/re.2022.0510
L. Ge, Z. Wang, Li Qian, P. Wei, F. Gao, M. Li
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Abstract

. Phase noise (PN) consists of common phase error (CPE) and inter carrier interference (ICI). In an OFDM symbol, CPE has the same impact on each subcarrier, which is easy to be suppressed. However, ICI destroys the orthog-onality of subcarriers, which is difficult to be eliminated. Therefore, an additional method is needed to be performed in the OFDM receiver to compensate the ICI. The interpolation method is considered an effective way to eliminate the ICI caused by PN in the OFDM system. To enhance the accuracy of the PN estimation and compensation, we propose a linear method, LI-ICI-EE1 method based on LI-ICI-E1. Multiple interpolation slopes are first calculated by selecting multiple pairs of observation samples, then the slope with the maximal linear fitting degree based on the least square (LS) criterion is selected to improve the LI precision. Fur-thermore, to improve the estimation accuracy of PN in the LI-ICI-EE1, we propose a Shrinkage-based on LI-ICI-E1 method named SLI-EE1, which is implemented by adding an 𝑙 2 norm penalty term to the error function. At last, to optimize the low accuracy of LI-ICI-EE1 and SLI-EE1 when the PN compensation problem is a high-order problem, we propose a non-linear method Shrinkage-based Third-order Lagrange method named STL. Simulation results show that the improved methods have better BER performance.
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OFDM系统中改进的相位噪声补偿
. 相位噪声包括共相位误差(CPE)和载波间干扰(ICI)。在一个OFDM码元中,CPE对每个子载波的影响是相同的,很容易被抑制。但是,ICI破坏了子载波的正交性,难以消除。因此,需要在OFDM接收机中执行一种额外的方法来补偿ICI。该插值方法被认为是消除OFDM系统中由PN引起的ICI的有效方法。为了提高PN估计和补偿的精度,我们提出了一种基于LI-ICI-E1的线性方法LI-ICI-EE1。首先选取多对观测样本计算多个插值斜率,然后根据最小二乘准则选取线性拟合度最大的斜率,提高插值精度。此外,为了提高LI-ICI-EE1中PN的估计精度,我们提出了一种基于缩水的LI-ICI-E1方法,该方法通过在误差函数中添加𝑙2范数惩罚项来实现。最后,针对LI-ICI-EE1和SLI-EE1在PN补偿问题为高阶问题时精度较低的问题,提出了一种基于收缩的非线性三阶拉格朗日方法STL。仿真结果表明,改进后的方法具有更好的误码率性能。
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来源期刊
Radioengineering
Radioengineering 工程技术-工程:电子与电气
CiteScore
2.00
自引率
9.10%
发文量
0
审稿时长
5.7 months
期刊介绍: Since 1992, the Radioengineering Journal has been publishing original scientific and engineering papers from the area of wireless communication and application of wireless technologies. The submitted papers are expected to deal with electromagnetics (antennas, propagation, microwaves), signals, circuits, optics and related fields. Each issue of the Radioengineering Journal is started by a feature article. Feature articles are organized by members of the Editorial Board to present the latest development in the selected areas of radio engineering. The Radioengineering Journal makes a maximum effort to publish submitted papers as quickly as possible. The first round of reviews should be completed within two months. Then, authors are expected to improve their manuscript within one month. If substantial changes are recommended and further reviews are requested by the reviewers, the publication time is prolonged.
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