Behavioral modeling and predistortion

FM Ghannouchi, O Hammi - IEEE Microwave magazine, 2009 - ieeexplore.ieee.org
… the art of behavioral modeling and digital predistortion of PAs … digital predistortion is presented
from a behavioral modeling … between the behavioral modeling and the digital predistortion

Behavioral modeling and predistortion of power amplifiers under sparsity hypothesis

J Reina-Tosina, M Allegue-Martínez… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
… the full Volterra model for improving the behavioral modeling and predistortion of power
amplifiers… has been illustrated for an FV model, it can also be directly extended to any behavioral

[图书][B] Behavioral modeling and predistortion of wideband wireless transmitters

FM Ghannouchi, O Hammi, M Helaoui - 2015 - books.google.com
… polynomial based single-box behavioral models and digital predistorter structures are
described. The use of these structures as part of a multi-box model is discussed in Chapter 6. …

Convolutional neural network for behavioral modeling and predistortion of wideband power amplifiers

X Hu, Z Liu, X Yu, Y Zhao, W Chen, B Hu… - … on Neural Networks …, 2021 - ieeexplore.ieee.org
models and the multilayer NN models, have problems with high complexity. In this article, we
first propose a novel behavior model … The input data of the model is sorted and arranged as …

Physically inspired neural network model for RF power amplifier behavioral modeling and digital predistortion

F Mkadem, S Boumaiza - IEEE Transactions on Microwave …, 2011 - ieeexplore.ieee.org
… Among all linearization techniques, the digital predistortion (… , commonly called a digital
predistorter, to generate additional … digital predistorter requires proper choice of the predistortion

Memory models for behavioral modeling and digital predistortion of envelope tracking power amplifiers

FF Tafuri, D Sira, TS Nielsen, OK Jensen… - Microprocessors and …, 2015 - Elsevier
… increases, requiring more advanced PA models for the representation and compensation of
… for behavioral modeling and digital predistortion of ET PAs. The adopted modeling strategy …

Generalized rational functions for reduced-complexity behavioral modeling and digital predistortion of broadband wireless transmitters

M Rawat, K Rawat, FM Ghannouchi… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
… ioral model for digital-domain baseband modeling of … PA behavioral modeling, the indirect
DPD concept, the need for inverse modeling, and the metrics used for PA behavioral modeling

Behavioral modeling techniques for power amplifier digital pre-distortion

RA Karppinen - 2020 - oulurepo.oulu.fi
… was investigated and their differences compared to the more complex reference model
behavioral model that corresponds the physical component as accurately as the reference model

An accurate complexity-reduced “PLUME” model for behavioral modeling and digital predistortion of RF power amplifiers

M Younes, O Hammi, A Kwan… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
… -nonlinear-box model suitable for the behavioral modeling and digital predistortion of power
… The experimental results, in both behavioral modeling and digital predistortion applications, …

Comparison of feature selection techniques for power amplifier behavioral modeling and digital predistortion linearization

A Barry, W Li, JA Becerra, PL Gilabert - Sensors, 2021 - mdpi.com
… , the notation used to describe PA behavioral modeling and DPD linearization are
summarized in this section. A block diagram of PA behavioral modeling is depicted in Figure 1. …