A Survey of PAPR Techniques Based on Machine Learning

BSC da Silva, VDP Souto, RD Souza, LL Mendes - Sensors, 2024 - mdpi.com
Orthogonal Frequency Division Multiplexing (OFDM) is the modulation technology used in
Fourth Generation (4G) and Fifth Generation (5G) wireless communication systems, and it …

A model-driven deep learning method for LED nonlinearity mitigation in OFDM-based optical communications

P Miao, B Zhu, C Qi, Y Jin, C Lin - IEEE Access, 2019 - ieeexplore.ieee.org
The nonlinearity of light emitting diodes (LED) has restricted the bit error rate (BER)
performance of visible light communications (VLC). In this paper, we propose model-driven …

Low-complexity PAPR reduction scheme combining multi-band Hadamard precoding and clipping in OFDM-based optical communications

P Miao, P Chen, Z Chen - Electronics, 2018 - mdpi.com
In this paper, we propose a low-complexity peak-to-average power ratio (PAPR) reduction
scheme that combines both multi-band (MB)-Hadamard precoding and clipping for the …

LTE quality of service enhancement under OFDM Modulation Techniques

GG Lema, TB Reda, DH Hailu - Wireless Personal Communications, 2020 - Springer
Recently, to satisfy the ever-growing data needs, Long Term Evolution (LTE) has been
deployed by many operators. LTE enables better spectrum management and avoids the …

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, 2024 - 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 …

Peak-to-average power ratio reduction in wavelet based OFDM using modified selective mapping for cognitive radio applications

KR Arjun, TP Surekha - Walailak Journal of Science and Technology …, 2021 - wjst.wu.ac.th
The prospect of guaranteed quality of service for primary and secondary users in the
expression of regulated Peak-to-Average Power Ratio (PAPR) and Bit Error Rate (BER) can …

Deep clipping noise mitigation using ISTA with the specified observations for LED‐based DCO‐OFDM system

P Miao, C Qi, L Fang, K Song, Q Bu - IET Communications, 2018 - Wiley Online Library
Deep clipping is beneficial for the optical orthogonal frequency division multiplexing (O‐
OFDM) system, since it can lower the peak‐to‐average power ratio, reduce the direct current …

A novel SLM-based approach for reducing PAPR in LFDMA systems

LR Nair, SS Pillai - Wireless Networks, 2023 - Springer
Abstract Localized Frequency Division Multiple Access (LFDMA) systems are gaining
attention because of its low Peak to Average Power Ratio (PAPR). Selective Mapping (SLM) …

Performance evaluation of companded localized FDMA for LTE uplink communications

G Naidu, VM Rao - SN Applied Sciences, 2020 - Springer
The maximum-to-expected power ratio is critical metric in the current day mobile
communications. Single-carrier frequency division multiple access is the most promotional …

[PDF][PDF] 基于量子混沌映射降低OFDM 系统PAPR 的算法研究

马英杰, 赵耿, 魏占祯, 李兆斌, 鞠磊 - 通信学报, 2019 - infocomm-journal.com
针对OFDM 系统存在较高峰均功率比的问题, 提出基于量子loigstic 混沌映射的改进选择性映射
算法, 采用量子loigstic 混沌映射作为随机相位序列矢量, 解决了传统loigstic …