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ACTIVE NOISE CONTROL IN FREE SPACE USING RECURRENT NEURAL NETWORKS WITH EKF ALGORITHM
R.T. Bambang,∗ K. Uchida,∗∗ and R.R. Yacoub∗
References
[1] S.M. Kuo & D.R. Morgan, Active noise control systems: Algorithms and DSP implementations (New York: Wiley, 1996).
[2] S.J. Elliot, Signal processing for active control (London: Academic Press, 2001).
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[5] C.R. Fuller & A.H. von Flotow, Active control of sound and vibration, IEEE Control Systems Magazine, 1995.
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[8] S.D. Snyder & N. Tanaka, Active control of vibration using a neural network, IEEE Transactions on Neural Networks, 6, 1995, 819–830.
[9] R. Bambang, L. Nasution, & K. Uchida, DSP based modeling and control in active noise cancellation using radial basis 275 function networks, Proc. IEEE Conf. on Intelligent Systems for Identiﬁcation and Control (ISIC2002), Canada, 2002.
[10] R. Bambang, Decentralized active noise control using U-ﬁltered algorithm: An experimental study, Proc. IASTED Conf. on Modeling, Identiﬁcation and Control, Innsbruck, Austria, 2000.
[11] S. Kumpati Narendra & K. Parthasarathy, Identiﬁcation and control of dynamical systems using neural networks, IEEE Transactions on Neural Networks, 1 (1), 1990, 4–27.
[12] S. Haykin, Neural networks: A comprehensive foundation, Second Edition (Upper Saddle River, NJ: Prentice Hall, 1999).
[13] R. Bambang, R. Yacoub, & K. Uchida, Identiﬁcation of secondary path in ANC using diagonal recurrent neural networks with EKF algorithm, Proc. 5th Asian Control Conf., Melbourne, 2004.
[14] R. Bambang, On-line secondary path identiﬁcation of active noise control using neural networks, Proc. IASTED Conf. on Modeling and Simulation, Pittsburgh, USA, 15–17 May 2000.
[15] R. Bambang, Active control of acoustic noise using radial basis function neural networks, Proc. IASTED Conf. on Modeling, Identiﬁcation and Control, Innsbruck, Austria, 19–22 February 2001.
[16] R. Bambang & B. Jayawardhana, Active noise control inside 3D enclosure using recurrent neural networks, Proc. Asian Control Conf., Singapore, 2002.
[17] B. Jayawardhana, L.H. Xie, & S.Q. Yuan, Active control of sound based on diagonal recurrent neural network, 41st Annual Conf. of SICE, Osaka, Japan, 2002, 2666–2671.
[18] C.C. Ku & K.Y. Lee, Diagonal recurrent neural networks for dynamic systems control, IEEE Transactions on Neural Networks, 6, 1995, 144–155.
[19] R. Bambang & K. Uchida, Active control of acoustic noise using adaptive H∞ ﬁlter algorithm, Proc. Movic01, Osaka, Japan, 2001.
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Abstract
DOI:
10.2316/Journal.201.2008.3.201-1850
From Journal
(201) Mechatronic Systems and Control (formerly Control and Intelligent Systems) - 2008
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