DocumentCode :
1749415
Title :
Effects of secondary path modeling errors on the Modified FX-LMS algorithm for active noise control
Author :
Lopes, Paulo A C ; Piedade, Moisés S.
Author_Institution :
Inst. Superior Tecnico, Tech. Univ. Lisbon, Portugal
Volume :
5
fYear :
2001
fDate :
2001
Firstpage :
3213
Abstract :
The Modified FX-LMS (MFX-LMS) algorithm has been the subject of some research. It effectively removes the delay from the adaptation mechanism allowing faster convergence rates than the FX-LMS. It also allows the use of more sophisticated algorithms such as the RLS or the Kalman. Although this is true for perfect secondary path modeling, there is no extensive study of the influence of secondary path modeling errors in this algorithm. This paper tries to do just that. It shows that its maximum allowed step-size is in fact almost independent of the delay in the secondary path, even in the presence of modeling errors. It also shows that for very large delays the algorithm is stable for phase errors of ±60° and for an estimated amplitude of more than half of the correct one
Keywords :
active noise control; adaptive Kalman filters; least mean squares methods; numerical stability; ANC; Kalman algorithm; MFX-LMS algorithm; Modified FX-LMS algorithm; RLS algorithm; active noise control; adaptation mechanism; convergence rates; delay; maximum allowed step-size; secondary path modeling errors; stability; Active noise reduction; Amplitude estimation; Convergence; Delay estimation; Error correction; Frequency domain analysis; Kalman filters; Least squares approximation; Phase estimation; Resonance light scattering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
ISSN :
1520-6149
Print_ISBN :
0-7803-7041-4
Type :
conf
DOI :
10.1109/ICASSP.2001.940342
Filename :
940342
Link To Document :
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