Title :
A method to select correct stimuli levels for S-functions behavioral model extraction
Author :
Myslinski, M. ; Verbeyst, Frans ; Vanden Bossche, M. ; Schreurs, Dominique
Author_Institution :
K.U.Leuven, Belgium
Abstract :
S-functions and other frequency-domain behavioral models based on describing functions rely on the linearization of the response of a nonlinear RF or microwave component around a set of large-signal operating points. To assure the validity of the linearization principle, and thus the validity of the model, one has to select appropriate stimuli levels during the experiments which are performed to extract the model parameters. In this work we propose a formal procedure to identify the correct small-signal power levels using a system identification approach, i.e. taking the uncertainty of the measured data into account. The method is based on the analysis of the cost function of an errors-in-variables (EIV) estimator obtained for simple models.
Keywords :
Data mining; Frequency measurement; Microwave measurements; Microwave theory and techniques; NIST; Power system modeling; RF signals; Radio frequency; System identification; Time measurement;
Conference_Titel :
Microwave Symposium Digest (MTT), 2010 IEEE MTT-S International
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4244-6056-4
Electronic_ISBN :
0149-645X
DOI :
10.1109/MWSYM.2010.5518233