Title :
Resonator based non-parametric identification of linear systems
Author :
Sujbert, Lászl ; Péceli, Gábor ; Simon, Gyula
Author_Institution :
Dept. of Meas. & Inf. Syst., Budapest Univ. of Technol. & Econ., Hungary
Abstract :
A nonparametric identification method for linear systems is proposed. The identification is done via synchronized multisine measurements where the synchronization is ensured by a resonator based generator-observer pair. The advantage of the proposed structure is that it works as a filter bank and provides the measurement results on-line. Exponential averaging is an option of the method and it requires no extra calculations. A further advantage is that the identification can be done over any frequency set without any loss of performance. Explicit formulas are given for noise suppression and settling time. The method is illustrated by a practical example
Keywords :
band-stop filters; circuit analysis computing; computerised instrumentation; electric variables measurement; identification; interference suppression; linear network analysis; linear systems; resonators; synchronisation; band stop filter; exponential averaging; filter bank; generator observer pair; identification; linear systems; noise suppression; nonparametric identification; online measurement; settling time; synchronized multisine measurements; Discrete Fourier transforms; Feedback loop; Frequency domain analysis; Frequency estimation; Frequency measurement; Frequency synchronization; Information systems; Linear systems; Noise measurement; Observers;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2001. IMTC 2001. Proceedings of the 18th IEEE
Conference_Location :
Budapest
Print_ISBN :
0-7803-6646-8
DOI :
10.1109/IMTC.2001.928806