• DocumentCode
    2612014
  • Title

    Instantaneous frequency estimation using Osculating Circle Method

  • Author

    Hsu, Ming-Kuang ; Sheu, J.C.

  • Author_Institution
    Technol. & Sci. Inst. of Northern Taiwan, Taipei, Taiwan
  • Volume
    5
  • fYear
    2011
  • fDate
    15-17 Oct. 2011
  • Firstpage
    2366
  • Lastpage
    2370
  • Abstract
    There are many methods able to extract the instantaneous frequencies from a time series for practical applications. Gabor´s method is one of the most popular and simple methods; it calculates the instantaneous phase and amplitude of a signal by using its analytic signal. Gabor´s method first uses Hilbert Transform to make the time series analytical. Then, the instantaneous frequencies are calculated by taking the derivative of unwrapped phase. The limitation of Gabor´s method is that it can only be applied to time series with mono component and near zero mean. For wide band time series, Gabor´s method may produce negative frequencies. In this paper, a new method, the Osculating Circle (OC) Method, is presented. The OC method is based on Gabor´s method but with modified unwrapped phase calculation. This new method can provides accurate instantaneous frequency (IF) and instantaneous amplitude (IA) calculation for most of the cases.
  • Keywords
    Hilbert transforms; frequency estimation; signal processing; time series; Gabor method; Hilbert transform; OC method; instantaneous frequency estimation; instantaneous frequency extraction; instantaneous signal amplitude; instantaneous signal phase; modified unwrapped phase calculation; monocomponent mean; near-zero mean; osculating circle method; wideband time series; Frequency estimation; Harmonic analysis; Time frequency analysis; Time series analysis; Trajectory; Transforms; Vectors; Hilbert Transform; instantaneous amplitude; instantaneous frequency; unwrapped phase componen;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2011 4th International Congress on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-9304-3
  • Type

    conf

  • DOI
    10.1109/CISP.2011.6100679
  • Filename
    6100679