A Novel PAPR Reduction Scheme Based on Deep Autoencoder Network for FBMC Systems

Filter bank multicarrier (FBMC) is a crucial complementary waveform to orthogonal frequency-division multiplexing (OFDM) in future communication systems. However, FBMC systems also suffer from the drawback of an excessively high peak-to-average power ratio (PAPR). Moreover, PAPR reduction methods de...

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Bibliographic Details
Published in:	IEEE access Vol. 13; pp. 68948 - 68958
Main Authors:	Cheng, Xing, Chen, Deli, Li, Shuaishuai, He, Shanbao, Kong, Dejin
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Autoencoders Bit error rate Communications systems Computational complexity Deep learning denoising autoencoder network Filter bank multicarrier Filter banks Iterative methods Modulation Nonlinear distortion Orthogonal Frequency Division Multiplexing Peak to average power ratio Symbols Time-domain analysis Waveforms
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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