Title :
Robustification of the self-optimizing narrowband interference canceler - extremum seeking in complex domain
Author :
Meller, Michal ; Niedzwiecki, Maciej
Author_Institution :
Dept. of Autom. Control, Gdansk Univ. of Technol., Gdansk, Poland
Abstract :
Self Optimizing Narrowband Interference Canceller (SONIC) is a novel active disturbance rejection algorithm which combines the gain-freezing technique and automatic adjustment of a complex-valued estimation gain. In the paper a new version of the self-adjustment mechanism, based on the extremum-seeking technique, is proposed. To preserve the compactness of the original controller, the adaptation algorithm is designed to operate in complex domain. The resulting adaptive controller is much more robust than its previous variant.
Keywords :
adaptive control; interference suppression; self-adjusting systems; SONIC; active disturbance rejection algorithm; adaptation algorithm; adaptive controller; automatic complex-valued estimation gain adjustment; extremum seeking technique; gain-freezing technique; robustification; self-adjustment mechanism; self-optimizing narrowband interference canceler; Algorithm design and analysis; Approximation methods; Cost function; Delay; Estimation; Narrowband; Steady-state;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6427005