Behavioral modeling and predistortion

FM Ghannouchi, O Hammi - IEEE Microwave magazine, 2009 - ieeexplore.ieee.org
In this article, a thorough overview of behavioral modeling and predistortion of dynamic
nonlinearities in RF PAs and transmitters was presented. The sensitivity of the DUT behavior …

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

FM Ghannouchi, O Hammi, M Helaoui - 2015 - books.google.com
Covers theoretical and practical aspects related to the behavioral modelling and
predistortion of wireless transmitters and power amplifiers. It includes simulation software …

A comparative analysis of the complexity/accuracy tradeoff in power amplifier behavioral models

AS Tehrani, H Cao, S Afsardoost… - IEEE Transactions …, 2010 - ieeexplore.ieee.org
A comparative study of state-of-the-art behavioral models for microwave power amplifiers
(PAs) is presented in this paper. After establishing a proper definition for accuracy and …

Digital predistortion using a vector-switched model

S Afsardoost, T Eriksson, C Fager - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
A switched behavioral model considering memory effects with a special focus on “difficult”
amplifier architectures is proposed in this paper. The proposed model is shown to be very …

Augmented convolutional neural network for behavioral modeling and digital predistortion of concurrent multiband power amplifiers

P Jaraut, A Abdelhafiz, H Chenini, X Hu… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Neural network (NN)-based models are perceived as being accurate models for power
amplifier (PA) behavioral modeling and digital predistortion (DPD) applications. However …

Behavioral modeling and linearization of crosstalk and memory effects in RF MIMO transmitters

S Amin, PN Landin, P Händel… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
This paper proposes three novel models for behavioral modeling and digital pre-distortion
(DPD) of nonlinear 2× 2 multiple-input multiple-output (MIMO) transmitters in the presence of …

Composite Neural Network Digital Predistortion Model for Joint Mitigation of Crosstalk, Imbalance, Nonlinearity in MIMO Transmitters

P Jaraut, M Rawat… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Multi-input multi-output (MIMO) is anticipated to be a prominent technique proposed in the
wireless communications to improve the system capacity and data rates of the wireless …

Digital predistortion for RF power amplifiers: State of the art and advanced approaches

M Abi Hussein, O Venard, B Feuvrie… - 2013 IEEE 11th …, 2013 - ieeexplore.ieee.org
Digital predistortion (DPD) is one of the most promising techniques for the linearization of
power amplifiers. In this overview paper, some of the most important aspects related to this …

A comparative analysis of adaptive digital predistortion algorithms for multiple antenna transmitters

PM Suryasarman, A Springer - IEEE Transactions on Circuits …, 2015 - ieeexplore.ieee.org
This paper presents a comparative study of adaptive algorithms for digital predistortion
(DPD) in multiple antenna transmitters. Crossover predistorter (CO-DPD) and crosstalk …

Metrics and methods for benchmarking of RF transmitter behavioral models with application to the development of a hybrid memory polynomial model

O Hammi, M Younes… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
This paper presents a study of performance evaluation metrics for behavioral models of
power amplifiers and transmitters. A novel normalized absolute mean spectrum error …