Title :
Straightforward and accurate nonlinear device model parameter-estimation method based on vectorial large-signal measurements
Author :
Schreurs, Dominique M M P ; Verspecht, Jan ; Vandenberghe, Servaas ; Vandamme, Ewout
Author_Institution :
Telecommun. & Microwaves Div., Katholieke Univ., Leuven, Belgium
fDate :
10/1/2002 12:00:00 AM
Abstract :
To model nonlinear device behavior at microwave frequencies, accurate large-signal models are required. However, the standard procedure to estimate model parameters is often cumbersome, as it involves several measurement systems (DC, vector network analyzer, etc.). Therefore, we propose a new nonlinear modeling technique, which reduces the complexity of the model generation tremendously and only requires full two-port vectorial large-signal measurements. This paper reports on the results obtained with this new modeling technique applied to both empirical and artificial-neural-network device models. Experimental results are given for high electron-mobility transistors and MOSFETs. We also show that realistic signal excitations can easily be included in the optimization process.
Keywords :
MOSFET; high electron mobility transistors; microwave devices; microwave field effect transistors; neural nets; optimisation; parameter estimation; semiconductor device measurement; semiconductor device models; ANN device models; HEMT; MOSFETs; artificial-neural-network device models; empirical device models; high electron-mobility transistors; large-signal models; microwave frequencies; nonlinear device model parameter estimation; nonlinear modeling technique; optimization process; signal excitations; two-port large-signal measurements; vectorial large-signal measurements; Artificial neural networks; Circuit simulation; Measurement standards; Microwave devices; Microwave measurements; Optimization methods; Parameter estimation; Parametric statistics; Phase measurement; Table lookup;
Journal_Title :
Microwave Theory and Techniques, IEEE Transactions on
DOI :
10.1109/TMTT.2002.803427