DocumentCode
394707
Title
A new adaptive IIR algorithm for active noise control
Author
Lu, Jing ; Qiu, Xiaojun ; Xu, Boling
Author_Institution
State Key Lab of Modern Acoust., Nanjing Univ., China
Volume
5
fYear
2003
fDate
6-10 April 2003
Abstract
In some situations of active noise control, IIR filters are more suitable than FIR filters, due to the poles in the transfer function. A number of algorithms have been derived for applying IIR filters in active noise control (ANC), however, most of them use the direct form IIR filter structure, which faces the difficulties of checking stability and of relatively slow convergence speed for noise composed of narrow band components with large power disparity. To overcome these difficulties along with using the direct form IIR filters, a new adaptive algorithm is proposed; it uses and updates the lattice form adaptive IIR filter in an active noise control system. The comparison between the proposed algorithm and the commonly used filtered-u LMS and filtered-v LMS algorithms shows the superiority of the proposed algorithm.
Keywords
IIR filters; acoustic noise; acoustic signal processing; active noise control; adaptive filters; convergence of numerical methods; filtering theory; lattice filters; least mean squares methods; poles and zeros; transfer functions; ANC; FIR filters; IIR filters; active noise control; adaptive filter; convergence speed; direct form filters; filtered-u LMS algorithm; filtered-v LMS algorithms; gradient algorithm; lattice filter; lattice form filter; narrow band components; poles; power disparity; transfer function; Active noise reduction; Adaptive control; Convergence; Finite impulse response filter; IIR filters; Least squares approximation; Narrowband; Programmable control; Stability; Transfer functions;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-7663-3
Type
conf
DOI
10.1109/ICASSP.2003.1200032
Filename
1200032
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