A new adaptive strategy to improve online secondary path modeling in active noise control systems using fractional signal processing approach

Signal Processing

Volumn 107, Issue , 2015, Pages 433-443

  Aslam, Muhammad Saeed ^a   Raja, Muhammad Asif Zahoor ^b  

^a PAKISTAN INSTITUTE OF ENGINEERING AND APPLIED SCIENCES   (Pakistan)

^b Attock Campus   (Pakistan)

Author keywords

Active noise control; Fractional least mean square (LMS); Modified filtered x least mean square (FxLMS); Online secondary path modeling

Indexed keywords

ACOUSTIC VARIABLES CONTROL; ACTIVE NOISE CONTROL; ADAPTIVE CONTROL SYSTEMS; ONLINE SYSTEMS;

DISTURBANCE SIGNALS; FILTERED X LEAST MEAN SQUARES; LEAST MEAN SQUARE (LMS); LEAST MEAN SQUARE ALGORITHMS; NARROWBAND AND BROADBAND NOISE; ONLINE SECONDARY-PATH MODELING; STATE-OF-THE-ART METHODS; STEP SIZE STRATEGIES;

SIGNAL PROCESSING;

EID: 85028153093     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2014.04.012     Document Type: Article

References (48)

1. B. Mandelbrot, and J.W. van Ness Fractional Brownian motions, fractional noises and applications SIAM Rev. 10 4 1968 422 437
2. L. Gaul, P. Klein, and S. Kemple Damping description involving fractional operators Mech. Syst. Signal Process. 5 2 1991 81 88
3. J. Sabatier, M. Aoun, A. Oustaloup, G. Gregoire, F. Ragot, and P. Roy Fractional system identification for lead acid battery state charge estimation Signal Process. 86 10 2006 2645 2657
4. M.D. Ortigueira On the initial conditions in continuous-time fractional linear systems Signal Process. 83 11 2003 2301 2309
5. D. Valério, M.D. Ortigueira, and J. Sá da Costa Identifying a transfer function from a frequency response ASME J. Comput. Nonlinear Dyn. Spec. Issue Discontin. Fract. Dyn. Syst. 3 2 2008 021207
6. Naveed Ishtiaq Chaudhary, Muhammad Asif Zahoor Raja, Junaid Ali Khan, and Muhammad Saeed Aslam Identification of input nonlinear control autoregressive systems using fractional signal processing approach Sci. World J. 2013 2013 10.1155/2013/467276 (Article ID 467276, 13 pp.)
7. M.D. Ortigueira Introduction to fractional signal processing. Part 1: continuous-time systems IEE Proc. Vis. Image Signal Process. 147 1 2000 62 70
8. M.D. Ortigueira Introduction to fractional signal processing. Part 2: discrete-time systems IEE Proc. Vis. Image Signal Process. 147 1 2000 71 78
9. M.D. Ortigueira, J.A.T. Machado (Eds.), Special issue on fractional signal processing and applications, Signal Process. 83 (11) (2003).
10. M.D. Ortigueira, J.A.T. Machado (Eds.), Special section: fractional calculus applications in signals and systems, Signal Process. 86 (10) (2006).
11. Eduardo Cuesta, Mokhtar Kirane, and Salman A. Malik Image structure preserving denoising using generalized fractional time integrals Signal Process. 92 2 2012 553 563
12. Chien-Cheng Tseng, and Su-Ling Lee Design of adjustable fractional order differentiator using expansion of ideal frequency response Signal Process. 92 2 2012 498 508
13. S.M. Kuo, and D.R. Morgan Active Noise Control Systems - Algorithms and DSP Implementations 1996 Wiley New York
14. K. Eghtsesadi, E. Ziegler, Frequency domain adaptive control algorithm for electronic muffler applications, in: Proceedings of the Recent Advances Active Control Sound Vibration, 1993, pp. 574-585.
15. S. Ahmed, M.T. Akhtar, and X. Zhang Robust auxiliary-noise-power scheduling in active noise control systems with online secondary path modeling IEEE Trans. Audio Speech Lang. Process. 21 4 2013 749 761
16. Jian Wang, and Lixi Huang Active control of drag noise from a small axial flow fan J. Acoust. Soc. Am. 120 2006 192 203 (1) 2006 192 203
17. D.A. Quinlan Application of active control to axial flow fans Noise Control Eng. J. 39 1992 95 101
18. K. Kondo, and K. Nakagawa Speech emission control using active cancellation Speech Commun. 49 9 2007 687 696
19. Lichuan Liu, Shruthi Gujjula, Priya Thanigai, and Sen M. Kuo Still in womb: intrauterine acoustic embedded active noise control for infant incubators Adv. Acoust. Vib. 2008 2008 10.1155/2008/495317 (Article ID 495317, 9 pp.)
20. Masahiro Kida, Ryotaro Hirayama, Yoshinobu Kajikawa, Toru Tani, Yoshimasa Kurumi, Head-mounted active noise control system for MR noise, in: ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, pp. 245-248.
21. R. Castae-Selga, and R.S.S. Pea Active noise hybrid time-varying control for motorcycle helmets IEEE Trans. Control Syst. Technol. 18 3 2010 602 612
22. N. Devineni, I. Panahi, P. Kasbekar, Predictive multi-channel feedback active noise control for HVAC systems, in: 2011 IEEE International Conference on Electro/Information Technology (EIT), August 2011, pp. 1-5.
23. S.J. Elliot Signal Processing for Active Control 2001 Academic Press London, UK
24. P. Leug, Process of silencing sound oscillations, U.S. Patent 2043416, June 9, 1936.
25. B. Widrow, and S.D. Stearns Adaptive Signal Processing 1985 Prentice-Hall New Jersey
26. S.D. Snyder, and C.H. Hansen The effect of transfer function estimation errors on the filtered-X LMS algorithms IEEE Trans. Signal Process. 42 4 1994 950 953
27. O.J. Tobias, J.C.M. Bermudez, and N.J. Bershad Mean weight behavior of the filtered-X LMS algorithm IEEE Trans. Signal Process. 48 4 2000 1061 1075
28. N. Satoand, and T. Sone Influence of modeling error on noise reduction performance of active noise control systems using filtered-x LMS algorithm J. Acoust. Soc. Jpn. E 17 4 1996 195 202
29. D. Cornelissen, P.C.W. Sommen, New online secondary path estimation in a multipoint filtered-X algorithm for acoustic noise canceling, in: Proceedings of IEEE ProRIS 99, pp. 97-103.
30. L.J. Eriksson, and M.C. Allie Use of random noise for on-line transducer modeling in an adaptive active attenuation system J. Acoust. Soc. Am. 85 2 1989 797 802
31. C. Bao, P. Sas, and H.V. Brussel Adaptive active control of noise in 3-D reverberant enclosure J. Sound Vib. 161 3 1993 501 514
32. S.M. Kuo, and D. Vijayan A secondary path modeling technique for active noise control systems IEEE Trans. Speech Audio Process. 5 4 1997 374 377
33. M. Zhang, H. Lan, and W. Ser Cross-updated active noise control system with online secondary path modeling IEEE Trans. Speech Audio Process. 9 5 2001 598 602
34. M. Zhang, H. Lan, and W. Ser A robust online secondary path modeling method with auxiliary noise power scheduling strategy and norm constraint manipulation IEEE Trans. Speech Audio Process. 11 1 2003 45 53
35. M.T. Akhtar, M. Abe, and M. Kawamata A new variable step size LMS algorithm-based method for improved online secondary path modeling in active noise control systems IEEE Trans. Audio Speech Lang. Process. 12 2 2006 720 726
36. C. Bao, P. Sas, H.V. Brussel, Comparison of two online identification algorithms for active noise control, in: Proceedings of the Recent Advances in Active Control of Sound Vibration, 1993, pp. 38-51.
37. E. Bjarnason, Active noise cancellation using a modified form of the filtered-x LMS algorithms, in: Proceedings of the 6th European Signal Processing Conference, Brussels, Belgium, August 1992, pp. 1053-1056.
38. R.H. Kwong, and E.W. Johnston A variable step size LMS algorithm IEEE Trans. Signal Process. 40 7 1992 1633 1642
39. T. Aboulnasr, and K. Mayyas A robust variable step-size LMS-type algorithm: analysis and simulations IEEE Trans. Signal Process. 45 3 1997 631 639
40. D.I. Pazaitis, and A.G. Constantinides A novel kurtosis driven variable step-size adaptive algorithm IEEE Trans. Signal Process. 47 3 1999 864 872
41. W.P. Ang, and F. Boroujeny A new class of gradient adaptive stepsize LMS algorithms IEEE Trans. Signal Process. 49 4 2001 805 810
42. S. Koike A class of adaptive step-size control algorithms for adaptive filters IEEE Trans. Signal Process. 50 6 2002 1315 1326
43. K.S. Miller, and B. Ross An Introduction to the Fractional Calculus and Fractional Differential Equations 1993 A Wiley-Interscience Publication, John Wiley & Sons Inc. New York
44. A.K. Anatoly, H.M. Srivastava, and J.J. Trujillo. Theory and Application of Fractional Differential Equations North-Holland Mathematics Studies, vol. 204 2006 Elsevier Amsterdam, Netherlands
45. K.B. Oldham, and J. Spanier The Fractional Calculus 1974 Academic Press [A subsidiary of Harcourt Brace Jovanovich, Publishers] New York, London
46. I. Podlubny Fractional Differential Equations Mathematics in Science and Engineering vol. 198 1999 Academic Press Inc. San Diego, CA
47. Raja Muhammad Asif Zahoor, and Ijaz Mansoor Qureshi A modified least mean square algorithm using fractional derivative and its application to system identification Eur. J. Sci. Res. 35 1 2009 14 21
48. Sina Ghalami Osgouei, Masoud Geravanchizadeh, Speech enhancement using convex combination of fractional least-mean-squares algorithm, in: Proceedings of the 5th International Symposium on Telecommunications, 2010.