• DocumentCode
    3479989
  • Title

    Instantaneous frequency estimation using level-crossing information

  • Author

    Chandrasekhar, S. ; Sreenivas, T.V.

  • Author_Institution
    Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India
  • Volume
    6
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    We discuss the problem of instantaneous frequency (IF) estimation of phase signals using their level-crossing (LC) instant information. We cast the problem to that of interpolating the instantaneous phase (IP), and hence finding the IF, from samples obtained at the level-crossing instants of the phase signal. These are inherently irregularly spaced and the problem essentially reduces to reconstructing a signal from the samples taken at irregularly sampled points for which we propose a ´line plus sum of sines´ model. In the presence of noise, the temporal structure of the level-crossings can get distorted. To reduce the effects of noise, we use a short-time Fourier transform (STFT) based enhancement scheme. The performance of the proposed method is studied through Monte-Carlo simulations for a phase signal with composite IF for various SNRs. Different level-crossing based estimates are combined to obtain a new IF estimate. Simulation studies show that the estimates obtained using zero-crossing (ZC) and other very low level values perform better than those obtained with higher level values.
  • Keywords
    Fourier transforms; frequency estimation; interpolation; signal reconstruction; signal sampling; SNR; instantaneous frequency estimation; instantaneous phase interpolation; level-crossing instants; phase signals; short-time Fourier transform; signal enhancement; signal reconstruction; signal samples; time-warping; zero-crossing; Fourier transforms; Frequency estimation; Frequency modulation; Noise level; Noise reduction; Phase estimation; Random processes; Signal analysis; Signal processing; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1201638
  • Filename
    1201638