Title :
Generalized adaptive notch filters - does gradient smoothing technique help?
Author :
Niedzwiecki, Maciej ; Kaczmarek, Piotr
Author_Institution :
Faculty of Electronics, Telecommunications and Computer Science, Department of Automatic Control, Gdańsk University of Technology, ul. Narutowicza 11/12, Gdańsk, Poland, maciekn@eti.pg.gda.pl.
Abstract :
Generalized adaptive notch filters (GANF) are used for identification/tracking of quasi-periodically varying dynamic systems and can be considered extension, to the system case, of classical adaptive notch filters. We analyze the enhanced GANF algorithm, proposed in the literature, which incorporates gradient smoothing. We show, both analytically and by means of computer simulation, that gradient smoothing does not improve tracking performance of generalized adaptive notch filters.
Keywords :
Adaptive filters; Additive noise; Algorithm design and analysis; Computer science; Computer simulation; Frequency; Performance analysis; Smoothing methods; Time varying systems; White noise;
Conference_Titel :
Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
Print_ISBN :
0-7803-9567-0
DOI :
10.1109/CDC.2005.1583090