DocumentCode
3178210
Title
Using a fast-recursive-least-squared algorithm in a feedback-controller
Author
Auspitzer, Th ; Guicking, D. ; Elliott, S.J.
Author_Institution
Inst. of Sound & Vibration Res., Southampton Univ., UK
fYear
1995
fDate
15-18 Oct 1995
Firstpage
61
Lastpage
64
Abstract
In active noise control applications (ANC) recursive least-squared algorithms have become more and more common. The reason is that their convergence behavior is quite independent of the statistics of the input sound signal. Using such algorithms with digital finite impulse response filters, FIR, of an order N they show a typical convergence within N samples. There exist several algorithms for FIR-filters which are often called fast recursive least-squared (FRLS) or as fast transversal filters (FTF) in the related literature. The controller is usually built as a feedforward controller when these fast algorithms are used. The crucial integration of the secondary or error path is not done in the same way as for the well known LMS-algorithm. For the LMS usually the filtered-X-LMS is used. But this integration scheme does not work with those fast algorithms. Integration methods like the FASPIS-scheme are used instead. We describe a way to use these efficient algorithms in a adaptive feedback control structure
Keywords
FIR filters; acoustic noise; acoustic signal processing; active noise control; adaptive control; controllers; convergence of numerical methods; feedback; filtering theory; least squares approximations; recursive estimation; recursive filters; FASPIS scheme; FIR; active noise control; adaptive feedback control; convergence; digital finite impulse response filters; error path; fast recursive least squared algorithm; fast transversal filters; feedback controller; feedforward controller; input sound signal statistics; Acoustic noise; Active noise reduction; Adaptive control; Convergence; Feedback control; Finite impulse response filter; Least squares approximation; Programmable control; Statistics; Transversal filters;
fLanguage
English
Publisher
ieee
Conference_Titel
Applications of Signal Processing to Audio and Acoustics, 1995., IEEE ASSP Workshop on
Conference_Location
New Paltz, NY
Print_ISBN
0-7803-3064-1
Type
conf
DOI
10.1109/ASPAA.1995.482948
Filename
482948
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