Title :
Baseband identification and RF validation of a nonlinear feedback model for a crystal detector
Author :
Gomme, Liesbeth ; Rolain, Y. ; Schoukens, Johan ; Pintelon, Rik
Author_Institution :
Dept. ELEC/IW, Vrije Univ. Brussel, Brussels, Belgium
Abstract :
In this work the identification and validation of a block-structured nonlinear Wiener system, that is captured in the feedback path of a closed-loop system, is studied. The technique is applied to the identification of a crystal detector. First, nonparametric initial estimates are generated for the linear dynamic blocks and the static nonlinear system. Next, a parametric model is identified. The extracted model is then validated using microwave measurements performed on the crystal detector. This requires the solution of the differential equation corresponding to the physical representation of the identified model.
Keywords :
closed loop systems; differential equations; microwave measurement; nonlinear systems; parameter estimation; RF validation; baseband identification; block-structured nonlinear Wiener system; closed-loop system; crystal detector; differential equation; linear dynamic block; microwave measurement; nonlinear feedback model; nonparametric initial estimation; static nonlinear system; Baseband; Detectors; Feedback; Microwave measurements; Nonlinear dynamical systems; Nonlinear systems; Parametric statistics; Performance evaluation; Radio frequency; Radiofrequency identification; Phase calibration; block structure; crystal detector; feedback; nonlinear measurements; nonlinear systems;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2009. I2MTC '09. IEEE
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-3352-0
DOI :
10.1109/IMTC.2009.5168711