Vector Decomposition Based Time-Delay Neural Network Behavioral Model for Digital Predistortion of RF Power Amplifiers

Vector Decomposition Based Time-Delay Neural Network Behavioral Model for Digital Predistortion of RF Power Amplifiers

This paper presents two novel neural network models for radio-frequency (RF) power amplifiers (PAs): vector decomposed time-delay neural network (VDTDNN) model and augmented vector decomposed time-delay neural network (AVDTDNN) model. In contrast to conventional neural network-based models, VDTDNN a...

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Bibliographic Details
Main Authors: Yikang Zhang, Yue Li, Falin Liu, Anding Zhu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Nonlinear RF PA
digital predistortion
artificial neural network
vector decomposition
behavioral modeling
Online Access:https://ieeexplore.ieee.org/document/8758955/

Internet

https://ieeexplore.ieee.org/document/8758955/

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