Title :
Generalizing periodically time-varying measurements with a parameter-varying input-output model
Author :
Goos, Jan ; Louarroudi, Ebrahim ; Pintelon, Rik
Author_Institution :
ELEC, Vrije Univ. Brussel, Brussels, Belgium
Abstract :
In many real-life systems, the dynamic behavior varies periodically in time, as a function of an external scheduling parameter. Although it is possible to capture these changing dynamics with a periodically time-varying model, no prediction can be made for a new trajectory of the time variation. In this paper, we extract a more general (non-parametric) parameter-varying model, from a set of periodically time-varying measurements on a parameter-varying bandpass filter.
Keywords :
band-pass filters; time-varying filters; general model; nonparametric model; parameter varying band-pass filter; parameter varying input-output model; parameter varying model; periodically time varying measurements; periodically time-varying model; Dynamic scheduling; Harmonic analysis; Mathematical model; Time-frequency analysis; Trajectory;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International
Conference_Location :
Pisa
DOI :
10.1109/I2MTC.2015.7151339