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 …

Green communications: Digital predistortion for wideband RF power amplifiers

L Guan, A Zhu - IEEE Microwave Magazine, 2014 - ieeexplore.ieee.org
The RF PA, as one of the most essential components in any wireless system, suffers from
inherent nonlinearities. The output of a PA must comply with the linearity requirement …

Behavioral modeling and predistortion of power amplifiers under sparsity hypothesis

J Reina-Tosina, M Allegue-Martínez… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
A simple and flexible technique for improving the modeling and predistortion of power
amplifiers is presented. The technique, which relies on the sparsity assumption for the kernel …

Vector decomposition based time-delay neural network behavioral model for digital predistortion of RF power amplifiers

Y Zhang, Y Li, F Liu, A Zhu - IEEE Access, 2019 - ieeexplore.ieee.org
This paper presents two novel neural network models for radio-frequency (RF) power
amplifiers (PAs): vector decomposed time-delay neural network (VDTDNN) model and …

Generalized theory and design methodology of wideband Doherty amplifiers applied to the realization of an octave-bandwidth prototype

R Darraji, D Bhaskar, T Sharma… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
This paper derives a novel continuum of Doherty power amplifier (PA) solutions with
enhanced load modulation over an extended RF bandwidth. It is analytically shown that …

A general digital predistortion architecture using constrained feedback bandwidth for wideband power amplifiers

Y Liu, W Pan, S Shao, Y Tang - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Digital predistortion (DPD) is one of the most effective techniques to mitigate the distortions
caused by power amplifier (PA) nonlinearity and memory effects. As the input signal …

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
This paper introduces a new, accurate, and complexity-reduced three-nonlinear-box model
that is suitable for the behavioral modeling and digital predistortion (DPD) of power …

Enhanced Hammerstein behavioral model for broadband wireless transmitters

J Moon, B Kim - IEEE Transactions on Microwave Theory and …, 2011 - ieeexplore.ieee.org
A novel enhanced Hammerstein behavior model consisting of a weighted memoryless
polynomial followed by a Volterra filter is proposed. The weighted polynomial is used for …

Vector decomposed long short-term memory model for behavioral modeling and digital predistortion for wideband RF power amplifiers

H Li, Y Zhang, G Li, F Liu - IEEE Access, 2020 - ieeexplore.ieee.org
This paper proposes two novel vector decomposed neural network models for behavioral
modeling and digital predistortion (DPD) of radio-frequency (RF) power amplifiers (PAs) …

Distortion and impairments mitigation and compensation of single‐and multi‐band wireless transmitters

FM Ghannouchi, M Younes… - IET Microwaves, Antennas …, 2013 - Wiley Online Library
Transmitter digital domain linearisation solutions are constantly evolving to extract optimum
benefits in terms of cost, performance and flexibility. This study highlights the current and …