DocumentCode
3083596
Title
New robust adaptive algorithm for multichannel adaptive active noise control
Author
Jiang, Fan ; Bunya, Masahiro ; Ohmori, Hiromitsu ; Sano, Akira
Author_Institution
Dept. of Electr. Eng., Keio Univ., Yokohama, Japan
fYear
1997
fDate
5-7 Oct. 1997
Firstpage
528
Lastpage
533
Abstract
The adaptive active noise control problem of a multichannel system is studied. The general structure of the multichannel active noise control system is clarified and the perfect cancellation condition by feedforward control is analyzed. A new LMS type of robust multichannel adaptive algorithm for updating the feedforward controllers is proposed which can assure the stability of the adaptation and keep each cancelling error within a tight bound by efficiently using prior information of each upper bound of the uncertainty terms. The algorithm is scalar normalized and does not need to calculate the inverse matrix. A fully adaptive scheme for dealing with the case when all the channel dynamics are unknown and changeable is also presented. The proposed robust algorithm is examined and validated in the experiment of noise attenuation for an air duct system.
Keywords
acoustic noise; acoustic signal processing; active noise control; adaptive control; feedforward; least mean squares methods; robust control; LMS type; air duct system; channel dynamics; feedforward control; feedforward controllers; fully adaptive scheme; inverse matrix; multichannel adaptive active noise control; multichannel system; noise attenuation; perfect cancellation condition; prior information; robust adaptive algorithm; robust algorithm; scalar normalized; uncertainty terms; Active noise reduction; Adaptive algorithm; Adaptive control; Control system analysis; Control systems; Noise cancellation; Noise robustness; Programmable control; Robust control; Robust stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Applications, 1997., Proceedings of the 1997 IEEE International Conference on
Conference_Location
Hartford, CT, USA
Print_ISBN
0-7803-3876-6
Type
conf
DOI
10.1109/CCA.1997.627710
Filename
627710
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