Title

Active Noise Control Algorithm Based on a Neural Network and Nonlinear Input-Output System Identification Model

Journal title

Archives of Acoustics

Yearbook

2010

Volume

vol. 35

Issue

No 2

Authors

Krukowicz, Tomasz

Keywords

active noise control ; neural networks ; system identification ; nonlinear phenomena

Divisions of PAS

Nauki Techniczne

Coverage

191-202

Publisher

Polish Academy of Sciences, Institute of Fundamental Technological Research, Committee on Acoustics

Date

2010

Type

Artykuły / Articles

Identifier

DOI: 10.2478/v10168-010-0018-0

Source

Archives of Acoustics; 2010; vol. 35; No 2; 191-202

References

Bouchard M. (1999), Improved training of neural networks for the nonlinear active control of sound and vibration, IEEE Trans. on Neural Networks, 10, 2, 391. ; Chen S. (1989), Representation of nonlinear systems: The NARMAX model, International Journal of Control, 49, 3, 1013. ; Cybenko G. (1989), Approximation by Superpositions of a Sigmoidal Function, Mathematics of Control, Signals and Systems, 2, 4, 303. ; Duch W. (2000), Sieci neuronowe. ; Elliott S. (2001), Signal Processing for Active Control. ; Engel Z., Nizioł J. (1995), [in Polish: <i>Perspektywy rozwoju aktywnych metod redukcji hałasu i wibracji</i>], Materiały II Szkoły Metody Aktywne Redukcji Drgań i Hałasu, pp. 11-24. ; Hansen C. (1997), Active Control of Noise and Vibration. ; Haykin S. (1994), Neural Networks, a Comprehensive Foundation. ; Morzyski L. (2003), Application of neural networks in active noise reduction systems, International Journal of Occupational Safety and Ergonomics, 9, 3, 257, doi.org/10.1080/10803548.2003.11076567 ; Narendra K. (1990), Identification and control of dynamical systems using neural networks, IEEE Trans. on Neural Networks, 1, 1, 4. ; Nelles O. (2000), Nonlinear System Identification: From Classical Approaches to Neural Networks and Fuzzy Models. ; Osowski S. (2000), Sieci neuronowe do przetwarzania informacji. ; Snyder S. (1995), Active control of vibration using a neural network, IEEE Trans. on Neural Networks, 6, 1, 819. ; Strauch P. (1999), Active control of nonlinear noise processes in a linear duct, IEEE Trans. on Signal Processing, 46, 2404. ; Zhou Y. (2005), Analysis and DSP implementation of an ANC system using a filtered error neural network, Journal of Sound and Vibration, 285, 1.