DOI QR코드

DOI QR Code

잡음 속에 묻힌 임펄스 소음원 위치 추정

Impulsive Source Localization in Noise

  • 김양한 (한국과학기술원 기계공학과) ;
  • 최영철 (한국과학기술원 기계공학과)
  • 발행 : 2004.03.01

초록

This paper addresses the way in which we can find where impulsive noise sources are. Specifically, we have an interest in the case that the signal is embedded in noise. We propose a signal processing method that can identify impulsive sources' location. The method is robust with respect to spatially distributed noise. This has been achieved by the modified beamforming method with regard to cepstrum domain is used. It is noteworthy that the cepstrum has the ability to detect periodic pulse signal in noise. Numerical simulation and experiments are performed to verify the method. Results show that the proposed technique is quite powerful for localizing the faults in noisy environments. The method also required less microphones than conventional beamforming method.

키워드

참고문헌

  1. Choi, Y.-C. and Kim, Y.-H., 2000, 'Detec- tion of Impulse Signal in Niose Using a Minimum Variance Cepstrum-application on Faults Detection in a Bearing System,' Transction of Korean Society for Noise and Vibration Engineering, Vol. 10, No. 6, pp. 985-990
  2. Don H. Johnson and Dan E. Dudgeon, 1993, Array Signal Processing, PTR Prentice Hall
  3. F. J., Fahy, 1995, Sound intensity second edition, E&FN SPON
  4. Maynard. D.,Williams, E. G. and Lee, Y., 1985, 'Nearfield Acoustic Holography: I. Theory of Generalized Holograpy and Development of NAH.,' J. Acoust. Soc. Am., Vol. 78, pp. 1395-1413 https://doi.org/10.1121/1.392911
  5. Capon, J., 1969, 'High-resolution Frequency- Wavenumber Spectrum Analysis.' Proceedings of the IEEE, Vol. 57, No. 8, pp. 1408-1419 https://doi.org/10.1109/PROC.1969.7278
  6. Peter, J. Sherman, 1991, 'On the Family of the ML Spectral Estimates for Mixed Spectrum Identification,' IEEE Transactions on Signal Pro- cessing. Vol. 39, No. 3, pp. 644-665 https://doi.org/10.1109/78.80884
  7. Choi J.-W. and Kim Y.-H., 1995, 'Esti- mation of Locations and Strengths of Broadband Planar and Spherical Noise Sources Using Coherent Signal Subspace,' J. Acout. Soc. Am, Vol. 98, No. 4, pp. 2082-2093 https://doi.org/10.1121/1.413325
  8. Choi, Y.-C. and Kim, Y.-H., 2000, 'De- tection of Impulse Signal in Noise Using a Minimum Variance Cepstrum-theory,' Transaction of Korean Society for Noise and Vibration En- gineering, Vol. 10, No. 3, pp. 642-647