时变OFDM通信中脉冲噪声与窄带干扰的联合抑制

IF 4.4 3区 计算机科学 Q2 TELECOMMUNICATIONS
Wenfeng Gao;Xiaoyan Kuai
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引用次数: 0

摘要

在这封信中,我们开发了一个新的稀疏感知框架来模拟和减轻时变正交频分复用(OFDM)系统中脉冲噪声(In)和窄带干扰(NBI)的联合影响。由于其多普勒频移敏感性,时变特性会降低OFDM的性能。在多普勒频移补偿后,提出了在稀疏感知框架下OFDM系统的NBI和IN消除算法。特别地,所提出的干扰抑制技术分别利用了NBI和In在频域和时域上的稀疏性。首先将chirp-z变换与最小二乘法相结合,解决了OFDM解调后NBI引起的频谱泄漏效应问题。此外,基于有NBI抑制的OFDM测量结果,采用turbo压缩感知算法对残差NBI干扰和环境噪声估计的脉冲噪声进行迭代校正。大量的仿真结果表明了该处理方法与同类方法相比的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint Impulsive Noise and Narrowband Interference Mitigation in Time-Varying OFDM Communications
In this letter, we develop a novel sparsity-aware framework to model and mitigate the joint effects of impulsive noise (IN) and narrowband interference (NBI) in the time-varying orthogonal frequency division multiplexing (OFDM) systems. Due to its Doppler shift sensitivity, the time-varying characteristic will degrade the performance of OFDM. After Doppler shift compensation, the algorithms for eliminating NBI and IN are proposed within the sparsity-aware framework for OFDM system. In particular, the proposed interference mitigation technique exploits the sparsity of NBI and IN in the frequency and time domains, respectively. The chirp-z transform combined with the least square method is first used to address the issue of NBI causing the spectrum leakage effect after OFDM demodulation. Furthermore, based on the OFDM measurements with NBI suppression, the turbo compressed sensing algorithm is performed to iteratively correct the estimate of the impulsive noise from the residual NBI interference and ambient noise. The extensive simulation results illustrate the superiority of the proposed processing method compared with the counterpart methods.
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来源期刊
IEEE Communications Letters
IEEE Communications Letters 工程技术-电信学
CiteScore
8.10
自引率
7.30%
发文量
590
审稿时长
2.8 months
期刊介绍: The IEEE Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of communication over different media and channels including wire, underground, waveguide, optical fiber, and storage channels. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of communication systems.
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