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
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;
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
DOI :
10.1109/CISP.2011.6100679