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A new methody of on-line model identification and update for multichannel active nose control systems

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Języki publikacji
EN
Abstrakty
EN
In the paper a new methody of on-line electro-acoustic plant model identification and update for adaptive multichannel feedforward ANC systems is presented. The proposed method uses external multivariate orthogonal multisine excitation added to the control signal. Properties of this excitation allow to decompose the overall multichannel identification problem into independent single-iput single-output identification problems. Additionally, special time-domain averaging of signals efficiently reduces an influence of disturbances on identification results even for low signal-to-noise ratio.
Rocznik
Strony
141--155
Opis fizyczny
Bibliogr. 28 poz., rys.
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autor
Bibliografia
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  • [2] C. Bao, P. Sas and H. Van Brussel: Adaptive Active Control of Noise in 3-D Reverberant Enclosures. Journal of Sound and Vibration, 161(3), (1993), 501-514.
  • [3] J. Figwer: Multisine Excitation for Process Identification. Archives of Control Sciences, 5(3/4), (1996), 279-295.
  • [4] J. Figwer: A new method of random time-series simulation. Simulation Practice and Theory, 5(3), (1997), 217-234.
  • [5] J. Figwer: Two-Input System Identification using Bivariate Multisine Excitation. Proc. Fifth IEEE Int. Conf. Methods and Models in Automation and Robotics, Poland, (1998), 571-576.
  • [6] J. Figwer: Multisine Approximation of Multivariate Orthogonal Random Processes. Int. J. of Applied Mathematics and Computer Science, 9(2), (1999), 401-419.
  • [7] J. Figwer: Synthesis and Simulation of Random Processes. Zeszyty Naukowe Politechniki Śląskiej, Seria: Automatyka 126, 1999.
  • [8] J. Figwer: Closed-Loop System Identification with Multisine Excitation. Proc. Eighth IEEE Int. Conf. on Methods and Models in Automation and Robotics, Poland, (2002), 477-48.
  • [9] J. Figwer: Identyfikacja toru wtórnego w układach Aktywnego tłumienia hałasu. XIV Krajowa Konferencja Automatyki, Zielona Góra, (2002), 407-412 (in Polish).
  • [10] J. Figwer: Model Identification and Update under Operation of Active Noise Control Systems. Proc. 6th Conf. on Active Noise and Vibration Control Methods, Cracow, Poland, (2003).
  • [11] J. Figwer and A. Niederliński: Using the DFT to Synthesize Multivariate Orthogonal White Noise Series. Transactions of The Society For Computer Simulation, 12(4), 1995, 261-285.
  • [12] J. Figwer, A. Niederliński and J. Kasprzyk: A New Approach to the Identification of Linear Discrete-Time MISO Systems. Archives of Control Sciences, 2(3/4), (1993), 223-239.
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  • [15] K. GODFREY:Perturbation signals for system identification. Prentice Hall, 1993.
  • [16] C. H. Hansen and S. D. Snyder: Active Control of Noise and Vibration. Cambridge University Press, 1997.
  • [17] S. M. Kay: Modern Spectral Estimation: Theory and Applications. Prentice Hall, Englewood Cliffs, 1986.
  • [18] S. M. Kuo and D. R. Morgan: Active Noise Control Systems. Algorithms and DSP Implementations. J. Wiley & Sons, Inc., New York, 1996.
  • [19] S. M. Kuo and D. Vijayan: A Secondary Path Modeling Technique for Active Noise Control Systems. IEEE Trans. Speech and Audio Processing, 5(4), (1997), 374-377.
  • [20] L. Ljung: System Identification - Theory for the User. Prentice Hall PTR, (1999).
  • [21] P. A. Nelson and S. J. Eliott: Active Control of Sound. Academic Press, London, 1992.
  • [22] A. Niederliński and J. Figwer: Using the DTF to Synthetisize Bivariate Orthogonal White Noise Series. IEEE Trans. Signal Processing, 43(3), (1995), 749-758.
  • [23] S. D. Snyder and C. H. Hansen: The Effect of Transfer Function Estimation Errors on the Filtered-X LMS Algorithm. IEEE Trans Signal Processing, 42, (1994), 950-953.
  • [24] J. K. Tugnait and Yi. Zhou: On Closed-Loop System Identification Using Polyspectral Analysis Given Noisy Input-Output Time-Domain Data. Automatica, 36, 2000, 1795-1808.
  • [25] A. B. Wright, B. Xie and A. Karthikeyan: A comparison of white test signals used in active sound cancellation. Applied Acoustics, 59, (2000), 337-352.
  • [26] M. Zhang, H. Lan and W. Ser: An Improved Secondary Path Modeling Methodfor Active Noise Control Systems. IEEE Signal Processing Letters, 7(4), 2000, 73-75.
  • [27] M. Zhang, H. Lan and W. Ser: Cross-Updated Active Noise Control System with Online Secondary Path Modeling. IEEE Trans. on Speech and Audio Processing, 9 (2001), 598-602.
  • [28] M. Zhang, H. Lan and W. Ser: A Robust Online Secondary Path Modeling MethodWith Auxiliary Noise Power Scheduling Strategy and Norm Manipulation. IEEE Trans on Speech and Audio Processing, 11, (2003), 45-53.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BSW3-0007-0009
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