A Survey of PAPR Techniques Based on Machine Learning
Orthogonal Frequency Division Multiplexing (OFDM) is the modulation technology used in
Fourth Generation (4G) and Fifth Generation (5G) wireless communication systems, and it …
Fourth Generation (4G) and Fifth Generation (5G) wireless communication systems, and it …
Machine learning based tuner for frequency-selective PAPR reduction
S Gökceli, T Riihonen, T Levanen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Frequency-selective peak-to-average power ratio (PAPR) reduction is essential in networks
such as 5G New Radio (NR) that support frequency-domain multiplexing of users and …
such as 5G New Radio (NR) that support frequency-domain multiplexing of users and …
Clustering and Fitting to Reduce PAPR in Multi-User OFDM Systems
S Krikunov, R Bychkov, A Blagodarnyi… - … Conference on Digital …, 2023 - ieeexplore.ieee.org
In this paper, we provide a machine learning (ML) assisted method for reducing peak-to-
average power ratio (PAPR) in realistic frequency-division multiplexing (FDM) scenarios of …
average power ratio (PAPR) in realistic frequency-division multiplexing (FDM) scenarios of …
A hybrid deep learning using reptile dragonfly search algorithm for reducing the PAPR in OFDM systems
P Raveen, UV Ratna Kumari - Journal of Optical Communications, 2022 - degruyter.com
Orthogonal frequency division multiplexing (OFDM) is a famous multi-carrier modulation
technique as it has a vast range of features like robustness against multi-path fading, higher …
technique as it has a vast range of features like robustness against multi-path fading, higher …
[PDF][PDF] Reduced complexity Max Norm based PAPR Optimization in OFDM systems
M Palanivelan, S Anand - WSEAS Transanctions on Communication, 2012 - wseas.us
Orthogonal Frequency Division Multiplexing (OFDM) is a suitable multicarrier modulation
scheme for high speed broadband communication systems. OFDM provides bandwidth …
scheme for high speed broadband communication systems. OFDM provides bandwidth …
Analysis of hybrid PAPR reduction methods of OFDM signal for HPA models in wireless communications
Orthogonal Frequency Division Multiplexing (OFDM) suffers from a high Peak-to-Average
Power Ratio (PAPR). Designing a High Power Amplifier (HPA) with high PAPR is not a wise …
Power Ratio (PAPR). Designing a High Power Amplifier (HPA) with high PAPR is not a wise …
Low PAPR MIMO-OFDM Design Based on Convolutional Autoencoder
Y Huleihel, HH Permuter - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
An enhanced framework for peak-to-average power ratio (PAPR) reduction and waveform
design for Multiple-Input-Multiple-Output (MIMO) orthogonal frequency-division multiplexing …
design for Multiple-Input-Multiple-Output (MIMO) orthogonal frequency-division multiplexing …
Seqnet: Data-driven papr reduction via sequence classification
To fully exploit Terahertz spectrum for the upcoming 6G communications, peak-to-average
power ratio (PAPR) reduction plays an important role to enhance power efficiency and …
power ratio (PAPR) reduction plays an important role to enhance power efficiency and …
An optimal low complexity PAPR reduction technique for next generation OFDM systems
Orthogonal frequency division multiplexing (OFDM) is an efficient multi-carrier modulation
technique that underlies most of the current and probably future high-speed wireless …
technique that underlies most of the current and probably future high-speed wireless …
A novel PTS: grey wolf optimizer-based PAPR reduction technique in OFDM scheme for high-speed wireless applications
RS Suriavel Rao, P Malathi - Soft Computing, 2019 - Springer
OFDM in high-speed wireless applications is an essential signal processing technique for
the forthcoming decades due to its high-speed compatibility. The demand for high-speed …
the forthcoming decades due to its high-speed compatibility. The demand for high-speed …