DOI QR코드

DOI QR Code

A Study on the Co-LMS Algorithm Characteristics of Real-time Applicants for Road Environment Calming

도로환경 정온화의 실시간 적용을 위한 Co-LMS 알고리즘의 특성 고찰

  • Received : 2014.08.05
  • Accepted : 2014.08.19
  • Published : 2014.09.01

Abstract

The active noise control(ANC) method for noise problems solution generally uses filtered-X LMS algorithms. However, Filtered-X LMS algorithms were mainly used but these had a limitation that had to measure a transfer function of secondary noise path. However, newly proposed correlation-LMS algorithms have slightly much calculation and are minutely behind performance, these have a advantage not in measuring transfer function onerously so that we can easily adapt these in real time. Thus Co-LMS algorithm was developed to improve the real-time implementation performance under the variable input noise such as road noise environment. In this paper, the performance of the Co-LMS is presented in comparison with that of the Filtered-X LMS algorithm. Simulation results show that active noise control using Co-LMS have slightly much calculation and are minutely behind performance, these have a advantage not in measuring transfer function onerously so that we can easily adapt these in real time.

Keywords

References

  1. Sen M. Kuo and Dennis R. Morgan, Active Noise Control System Algorithms and DSP Implementations, John Wiley & Sons, New York, 1996.
  2. S. J. Elliott, C. C. Boucher and P.A Nelson, "The Behavior of a Multiple Channel Active Control System", IEEE Trans. on Signal Processing, Vol. 40, pp. 1041-1051, 1992. https://doi.org/10.1109/78.134467
  3. B. Widrow and S. D. Stearns, Adaptive Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1985.
  4. S.J. Elliott, "A Review of Active Noise and Vibration Control in Road Vehicles", Institute of Sound and Vibration Research University of Southampton, 2008.
  5. S. M. Kuo and D. Vijayan, "A Secondary Path Modeling Technique for Active Noise Control System", IEEE, Vol. 42, pp. 1335-1351, 1994.
  6. M.R. Asharif, T. Hayashi, K. Yamashita, "Correlation LMS algorithm and its application to double-talk echo cancelling", ELECTRONICS LETTERS, vol. 35, No3, pp. 194-195, 4th February 1999. https://doi.org/10.1049/el:19990151

Cited by

  1. Performance of CLMS Algorithm for Real-time Application in ANC Systems of Road Noise Input vol.63, pp.4, 2014, https://doi.org/10.5370/KIEEP.2014.63.4.260