Table of Contents Author Guidelines Submit a Manuscript
Advances in Acoustics and Vibration
Volume 2008 (2008), Article ID 791050, 12 pages
http://dx.doi.org/10.1155/2008/791050
Research Article

Genetic Algorithm Applied to the Eigenvalue Equalization Filtered-x LMS Algorithm (EE-FXLMS)

1Department of Physics and Astronomy, College of Physical and Mathematical Sciences, N283 ESC, Brigham Young University, Provo, UT 84602, USA
2Department of Mechanical Engineering, Ira A. Fulton College of Engineering and Technology, 435 CTB, Brigham Young University, Provo, UT 84602, USA

Received 12 December 2007; Accepted 7 March 2008

Academic Editor: Marek Pawelczyk

Copyright © 2008 Stephan P. Lovstedt et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. D. R. Morgan, “An analysis of multiple correlation cancellation loops with a filter in the auxiliary path,” IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 28, no. 4, pp. 454–467, 1980. View at Google Scholar
  2. J. C. Burgess, “Active adaptive sound control in a duct: a computer simulation,” Journal of the Acoustical Society of America, vol. 70, no. 3, pp. 715–726, 1981. View at Publisher · View at Google Scholar
  3. S. M. Kuo and D. R. Morgan, “Adaptive transversal filters,” in Active Noise Control Systems: Algorithms and DSP Implementations, J. G. Proakis, Ed., pp. 33–35, chapter 2, John Wiley & Sons, New York, NY, USA, 1996. View at Google Scholar
  4. R. L. Clark and G. P. Gibbs, “A novel approach to feedforward higher-harmonic control,” Journal of the Acoustical Society of America, vol. 96, no. 2, pp. 926–936, 1994. View at Publisher · View at Google Scholar
  5. S. M. Lee, H. J. Lee, C. H. Yoo, D. H. Youn, and I. W. Cha, “An active noise control algorithm for controlling multiple sinusoids,” Journal of the Acoustical Society of America, vol. 104, no. 1, pp. 248–254, 1998. View at Publisher · View at Google Scholar
  6. S. M. Kuo, X. Kong, S. Chen, and W. Hao, “Analysis and design of narrowband active noise control systems,” in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '98), vol. 6, pp. 3557–3560, Seattle, Wash, USA, May 1998. View at Publisher · View at Google Scholar
  7. S. J. Elliott and J. G. Cook, “A preconditioned LMS algorithm for rapid adaptation of feedforward controllers,” in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '00), vol. 2, pp. 845–848, Istanbul, Turkey, June 2000. View at Publisher · View at Google Scholar
  8. J. K. Thomas, S. P. Lovstedt, J. D. Blotter, and S. D. Sommerfeldt, “Eigenvalue equalization filtered-x algorithm for the multi-channel active noise control of stationary and non-stationary signals,” submitted to Journal of the Acoustical Society of America.
  9. C. C. Boucher, S. J. Elliott, and P. A. Nelson, “Effect of errors in the plant model on the performance of algorithms for adaptive feedforward control,” IEE Proceedings F, vol. 138, no. 4, pp. 313–319, 1991. View at Google Scholar
  10. S. J. Elliott and P. A. Nelson, “Active noise control,” IEEE Signal Processing Magazine, vol. 10, no. 4, pp. 12–35, 1993. View at Publisher · View at Google Scholar
  11. B. Widrow and S. D. Stearns, Adaptive Signal Processing, Prentice-Hall, Englewood Cliffs, NJ, USA, 1985.
  12. L. Davis, Handbook of Genetic Algorithms, Van Nostrand Reinhold, New York, NY, USA, 1991.
  13. D. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, Reading, Mass, USA, 1989.
  14. S. M. Kuo and D. R. Morgan, “On-line secondary path modeling techniques,” in Active Noise Control Systems: Algorithms and DSP Implementations, J. G. Proakis, Ed., pp. 213–240, chapter 7, John Wiley & Sons, New York, NY, USA, 1996. View at Google Scholar