INVESTIGADORES
STEGMAYER Georgina Silvia
congresos y reuniones científicas
Título:
A Neural Network that helps building a Nonlinear Dynamical model of a Power Amplifier
Autor/es:
STEGMAYER G., CHIOTTI O., ORENGO G.
Lugar:
Brujas, Belgica
Reunión:
Congreso; 13th European Symposium on Artificial Neural Networks (ESANN); 2005
Institución organizadora:
NNS
Resumen:
This paper presents a new neural network-based model that can beapplied to characterize the nonlinear dynamical behavior of power amplifiers. Weuse a time-delayed feed-forward neural network to make an input-output timedomaincharacterization, that can provide also an analytical expression (as aVolterra Series model) to predict the amplifier response to multiple power levels.Simulation results that validate our proposal are presented.
