H. Merah, Lahcene Merah, K. Tahkoubit, Larbi Talbi
{"title":"Iterative Filtering PAPR Reduction Method for OFDM Modulation in\nFifth-Generation Cellular Networks","authors":"H. Merah, Lahcene Merah, K. Tahkoubit, Larbi Talbi","doi":"10.2174/0122103279261469231019111616","DOIUrl":null,"url":null,"abstract":"\n\nOrthogonal Frequency Division Multiplexing (OFDM) is an\nordinarily used waveform in the fifth generation (5G) cellular networks for uplink links. However,\nthere is a prominent disadvantage in the form of a high peak-to-average power ratio (PAPR) which\nyields distortion in the timing signal generated at the output of the high-power amplifier (HPA).\n\n\n\nA new method called Iterative Filtering PAPR Reduction (IFP) has been suggested in this\npaper and maintains backward compatibility. The basic concept behind this algorithm is to obtain a\nfilter 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\nresponse of the filter. Such a process can be repeated several times with different filters to realize the\nbest reduction in PAPR.\n\n\n\nThe 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\nsee a gain of 3.1dB in terms of PAPR reduction, 17dB in terms of BER, and a factor of 33 times in\nterms of computational complexity compared to the TR method. The Complementary Cumulative\nComplementary Density Function (CCDF) has assisted in measuring and improving the PAPR performance of the system.\n\n\n\nThe 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.\n","PeriodicalId":37686,"journal":{"name":"International Journal of Sensors, Wireless Communications and Control","volume":"66 28","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Sensors, Wireless Communications and Control","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2174/0122103279261469231019111616","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Mathematics","Score":null,"Total":0}
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.
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.