Deep Learning Integration in PAPR Reduction in 5G Filter Bank Multicarrier Systems

Deep Learning Integration in PAPR Reduction in 5G Filter Bank Multicarrier Systems

High peak-to-average power ratio (PAPR) has been a major drawback of Filter bank Multicarrier (FBMC) in the 5G system. This research aims to calculate the PAPR reduction associated with the FBMC system. This research uses four techniques to reduce PAPR. They are classical tone reservation (TR). It c...

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Bibliographic Details
Main Authors: Mohamed Hussien Moharam, AYA W. wafik
Format: Article
Language:English
Published: Iran University of Science and Technology 2024-11-01
Series:Iranian Journal of Electrical and Electronic Engineering
Subjects:
filter bank multi-carrier (fbmc)
peak-to-average power ratio (papr)
tone reservation (tr)
sliding window tone reservation (sw-tr)
offset quadrature amplitude modulation (oqam)
trace detection (trace)
tone reservation neural network (trnet)
deep lea
Online Access:http://ijeee.iust.ac.ir/article-1-3459-en.pdf
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http://ijeee.iust.ac.ir/article-1-3459-en.pdf

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