• DocumentCode
    3615371
  • Title

    A simple scheme for enhanced reassignment of the SPWV representation of noisy signals

  • Author

    A. Loza;N. Canagarajah;D. Bull

  • Author_Institution
    Centre for Commun. Res., Bristol Univ., UK
  • Volume
    1
  • fYear
    2003
  • fDate
    6/25/1905 12:00:00 AM
  • Firstpage
    198
  • Abstract
    The reassignment procedure has often been employed to improve readability of some time-frequency representations (TFRs). When processing noisy signals, the problem of sensitivity of the technique to noise is encountered. In this paper, a simple modification of reassignment method is proposed, based on thresholding operation. Specifically, by preventing the reassignment of the distribution coefficients below the noise dependent threshold and replacing them with zeros, the enhanced signatures on the time-frequency plane are obtained. This method is compared with other techniques, such as the reassigned spectrogram (RSP) and the supervised reassigned spectrogram (SRSP). An experimental test of these algorithms, like the instantaneous frequency (IF) estimators for a chirp signal, have shown that our method improves the accuracy of the estimation for heavy noise.
  • Keywords
    "Smoothing methods","Signal processing","Signal analysis","Kernel","Time frequency analysis","Noise robustness","Feature extraction","Testing","Chirp","Gaussian noise"
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on
  • Print_ISBN
    953-184-061-X
  • Type

    conf

  • DOI
    10.1109/ISPA.2003.1296893
  • Filename
    1296893