利用压缩感知去除FBMC系统中的脉冲噪声影响

Guangchao Zhang, Zhifeng Zhao, Honggang Zhang
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引用次数: 0

摘要

滤波器组多载波(Filter Bank Multicarrier, FBMC)是一种多载波系统,具有比OFDM更低的边带发射和更高的频谱效率,被称为一种进化OFDM。但是,与其他多载波系统一样,FBMC系统在时域上仍然容易受到脉冲噪声的干扰。本文利用近年来发展良好的压缩感知技术,提出了一种去除FBMC系统中脉冲噪声的新方法。考虑到FBMC固有干扰,首先消除干扰,得到纯可用子载波;然后,利用这些可用的子载波进行观测的随机构造,以保证高概率重构。最后,通过仿真,证明了该方案能够很好地抵御FBMC中的脉冲噪声。
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Removing impulse noise influence in FBMC system by compressive sensing
Filter Bank Multicarrier (FBMC), so called an evolutionary OFDM, is a multicarrier system which stands out with the feature of lower side-band emission and thus an higher spectrum efficiency than OFDM. However, FBMC is still susceptible to impulse noise interference in time domain like other multicarrier systems. In this article, by using recently well developed Compressive Sensing (CS), we propose a new way to remove impulse noise in FBMC system. Considering the inherent interference in FBMC, first, we eliminate it to get purely available subcarriers. Then, by using these available subcarriers, we develop random construction of observation to guarantee reconstruction with high probability. At last, through simulation, we prove that our scheme can really defend the impulse noise in FBMC.
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