Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33103
FILMS based ANC System – Evaluation and Practical Implementation
Authors: Branislav Vuksanović, Dragana Nikolić
Abstract:
This paper describes the implementation and testing of a multichannel active noise control system (ANCS) based on the filtered-inverse LMS (FILMS) algorithm. The FILMS algorithm is derived from the well-known filtered-x LMS (FXLMS) algorithm with the aim to improve the rate of convergence of the multichannel FXLMS algorithm and to reduce its computational load. Laboratory setup and techniques used to implement this system efficiently are described in this paper. Experiments performed in order to test the performance of the FILMS algorithm are discussed and the obtained results presented.Keywords: Active noise control, adaptive filters, inverse filters, LMS algorithm, FILMS algorithm.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1060848
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1634References:
[1] S. M. Kuo and D. R. Morgan, Active noise control systems: algorithms and DSP implementations. New York: John Wiley&Sons, 1996.
[2] B. Vuksanović and D. Nikolić, "Behaviour of the FILMS algorithm," in ACTIVE 2006. Adelaide, Australia, 2006.
[3] D. Nikolić and B. Vuksanović, "Multichannel filtered-inverse least mean square algorithms - development and analysis," in 2007 IEEE International Workshop on Machine Learning for Signal Processing. Thessaloniki, Greece, 2007.
[4] S. T. Neely and J. B. Allen, "Invertibility of a room impulse response," Journal of the Acoustic Society of America, vol. 66, pp. 165-169, 1979.
[5] M. Miyoshi and Y. Kaneda, "Inverse filtering of room acoustics," IEEE Transactions on Acoustic, Speech and Audio Processing, vol. 36, pp. 145-152, 1988.
[6] A. Farina, E. Ugolotti, A. Bellini, G. Cibelli, and C. Morandi, "Inverse numerical filters for linearization of loudspeaker-s response," presented at DAFX-98 Conference, Barcelona, Spain, 1998.
[7] J. Jan, Digital signal filtering, analysis and restoration. London: IEE Press, 2000.
[8] S. E. Wright, H. Atmoko, and B. Vuksanovic, "Active control of environmental noise, VIII: increasing the response to primary source changes including unpredictable noise," Journal of Sound and Vibration, vol. 274, pp. 323-349, 2004.
[9]
[S. Haykin, Adaptive filter theory, 2nd ed. NJ: Prentice-Hall, Englewood Cliffs, 1991.
[10] S. Haykin, Modern filters. New York: Macmillan Publishing Company, 1989.
[11] B. Widrow and E. Walach, Adaptive inverse control. New York: Prentice-Hall, Upper Saddle River, 1996.
[12] P. A. Nelson, H. Hamada, and S. J. Elliott, "Adaptive inverse filters for stereophonic sound reproduction," IEEE Transactions on Signal Processing, vol. 40, pp. 1621-1632, 1992.