Iterative Filtering PAPR Reduction Method for OFDM Modulation in Fifth-Generation Cellular Networks

Q3 Mathematics
H. Merah, Lahcene Merah, K. Tahkoubit, Larbi Talbi
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引用次数: 0

Abstract

Orthogonal Frequency Division Multiplexing (OFDM) is an ordinarily used waveform in the fifth generation (5G) cellular networks for uplink links. However, there is a prominent disadvantage in the form of a high peak-to-average power ratio (PAPR) which yields distortion in the timing signal generated at the output of the high-power amplifier (HPA). A new method called Iterative Filtering PAPR Reduction (IFP) has been suggested in this paper and maintains backward compatibility. The basic concept behind this algorithm is to obtain a filter based on a constant-envelope signal that is intimate to the original signal as far as power is concerned. The constant-envelope signal is then compared to the output between the product of the convolution of the original signal with the filter in question, allowing for the calculation of the impulse response of the filter. Such a process can be repeated several times with different filters to realize the best reduction in PAPR. The simulated results of the IFP method proved better performance in terms of PAPR reduction, Bit Error Rate (BER), and computational complexity requiring two iterations only. We can see a gain of 3.1dB in terms of PAPR reduction, 17dB in terms of BER, and a factor of 33 times in terms of computational complexity compared to the TR method. The Complementary Cumulative Complementary Density Function (CCDF) has assisted in measuring and improving the PAPR performance of the system. The theoretical analysis shows that a single iteration (NF=1) is sufficient, and the simulation results exposed in this paper show a gain of 3.1 dB in PAPR reduction.
第五代蜂窝网络中用于 OFDM 调制的迭代滤波 PAPR 降低方法
正交频分复用(OFDM)是第五代(5G)蜂窝网络中用于上行链路的常用波形。然而,在高功率放大器(HPA)输出处产生的时序信号失真的高峰均功率比(PAPR)形式中存在一个突出的缺点。本文提出了一种新的方法,称为迭代滤波PAPR Reduction (IFP),并保持了向后兼容性。该算法的基本概念是基于与原始信号在功率上接近的恒定包络信号获得滤波器。然后将恒定包络信号与原始信号与所讨论的滤波器的卷积积之间的输出进行比较,从而计算滤波器的脉冲响应。这样的过程可以用不同的过滤器重复几次,以实现最佳的减少PAPR。仿真结果表明,IFP方法在PAPR降低、误码率(BER)和计算复杂度(只需两次迭代)方面具有更好的性能。我们可以看到,与TR方法相比,PAPR降低了3.1dB, BER降低了17dB,计算复杂度提高了33倍。互补累积互补密度函数(CCDF)有助于测量和改善系统的PAPR性能。理论分析表明,单次迭代(NF=1)就足够了,本文的仿真结果表明,PAPR降低的增益为3.1 dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Sensors, Wireless Communications and Control
International Journal of Sensors, Wireless Communications and Control Engineering-Electrical and Electronic Engineering
CiteScore
2.20
自引率
0.00%
发文量
53
期刊介绍: International Journal of Sensors, Wireless Communications and Control publishes timely research articles, full-length/ mini reviews and communications on these three strongly related areas, with emphasis on networked control systems whose sensors are interconnected via wireless communication networks. The emergence of high speed wireless network technologies allows a cluster of devices to be linked together economically to form a distributed system. Wireless communication is playing an increasingly important role in such distributed systems. Transmitting sensor measurements and control commands over wireless links allows rapid deployment, flexible installation, fully mobile operation and prevents the cable wear and tear problem in industrial automation, healthcare and environmental assessment. Wireless networked systems has raised and continues to raise fundamental challenges in the fields of science, engineering and industrial applications, hence, more new modelling techniques, problem formulations and solutions are required.
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