OFDM通信系统中用于降低PAPR的失真与加信号之间的统计相关性

D. Guel, Boureima Zerbo, J. Palicot, Oumarou Sié
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摘要

近年来,OFDM(Orthogonal Frequency Division Multiplexing,正交频分复用)系统的峰均功率比(Peak to Average Power Ratio,PAPR)得到了深入的研究。已发表的工作主要集中在如何降低PAPR。因为当信号通过非线性放大器时,高PAPR将导致信号的削波。本文提出对先前发表的“用于PAPR缓解的高斯音调保留剪裁和滤波”的相关工作进行扩展。因此,在本文中,我们深入研究了PAPR降低与三(3)种信号相加技术产生的失真之间的统计相关性。因此,我们首先提出了一种用于降低PAPR的通用函数。然后,我们分析了每种PAPR降低技术的PAPR降低能力与所产生的失真的关系。通过假设OFDM基带信号是通过具有大量子载波的瑞利包络分布的复高斯过程建模的,使用信噪比和失真比(SNDR)度量来评估在每种技术中产生的失真。本文首次提出了与其中一种技术相关的结果,与其他两种PAPR降低技术相关的研究不同,在其他两种技术中,研究已经发表。将所提出的SNDR近似值与计算机模拟获得的近似值进行比较,结果显示出良好的一致性。本文中强调的一个有趣的结果是PAPR降低性能和失真信号功率之间存在强烈的相关性。事实上,结果表明,PAPR降低增益随着失真信号功率的增加而增加。通过这3个PAPR降低技术的例子;我们可以得出以下结论:在加法信号的背景下,用于降低PAPR的加法信号与所产生的失真密切相关,并且必须在降低PAPR和失真之间找到折衷。
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The Statistical Correlation between Distortion and Adding Signal for PAPR Reduction in OFDM based Communication Systems
In recent past years, PAPR (Peak-to-Average Power Ratio) of OFDM (Orthogonal FrequencyDivision Multiplexing) system has been intensively investigated. Published works mainly focus on how to reduce PAPR. Since high PAPR will lead to clipping of the signal when passed through a nonlinear amplifier. This paper proposes to extend the work related to "Gaussian Tone Reservation Clipping and Filtering for PAPR Mitigation" which has been previously published. So, in this paper, we deeply investigate the statistical correlation between PAPR reduction, and the distortion generated by three (3) adding signal techniques for PAPR reduction. Thereby, we first propose a generic function for PAPR reduction. Then, we analyse the PAPR reduction capabilities of each PAPR reduction technique versus the distortion generated. The signal-to-noise-and-distortion ratio (SNDR) metric is used to evaluate the distortion generated within each technique by assuming that OFDM baseband signals are modelled by complex Gaussian processes with Rayleigh envelope distribution for a large number of subcarriers. The results related to one of the techniques is proposed in the first time in this paper, unlike those related to the other two PAPR reduction techniques where the studies were already published. Comparisons of the proposed approximations of SNDR with those obtained by computer simulations show good agreement. An interesting result highlighted in this paper is the strong correlation existing between PAPR reduction performance and distortion signal power. Indeed, the results show that PAPR reduction gain increases as the distortion signal power increases. Through these 3 examples of PAPR reduction techniques; we could derive the following conclusion: in an adding signal context, the adding signal for PAPR reduction is closely linked to the distortion generated, and a trade-off between PAPR-reduction and distortion must be definitely found.
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