Bandwidth, Power and Carrier Configuration Resilient Neural Networks Digital Predistorter

Bandwidth, Power and Carrier Configuration Resilient Neural Networks Digital Predistorter

This paper proposes a neural networks predistorter based on the bidirectional long-short-term memory (BiLSTM) structure. The proposed predistorter was trained while ensuring that it captures the full intrinsic behavior of the device under test including its memory effects and nonlinear distortions....

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Bibliographic Details
Main Authors: Asma Ali, Oualid Hammi
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
5G NR
BiLSTM
bidirectional LSTM
digital predistortion
distortions
long-short-term memory (LSTM)
Online Access:https://ieeexplore.ieee.org/document/10155407/

Internet

https://ieeexplore.ieee.org/document/10155407/

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