Title :
An iterative method for instantaneous frequency estimation
Author :
Akan, Aydin ; Yalçin, Mahmut ; Chaparro, Luis F.
Author_Institution :
Dept. of Electr. Eng., Istanbul Univ., Turkey
fDate :
6/23/1905 12:00:00 AM
Abstract :
In this paper, we propose an iterative method to estimate the instantaneous frequency of a signal based on the discrete evolutionary transform (DET). The DET provides a representation for nonstationary signals and a time-frequency kernel that permits us to obtain the time-dependent spectrum of the signal. We will show the instantaneous phase and the corresponding instantaneous frequency (IF) can also be computed from the evolutionary kernel. Estimation of IF is of general interest in time-frequency analysis. Implementation of the IF estimation is done by masking and a recursive nonlinear correction procedure. The proposed estimation is valid for monocomponent as well as multicomponent signals. The estimation procedure is illustrated by means of examples
Keywords :
discrete transforms; evolutionary computation; frequency estimation; iterative methods; phase estimation; recursive estimation; signal processing; time-frequency analysis; DET; IF estimation; discrete evolutionary transform; estimation procedure; evolutionary kernel; instantaneous frequency; instantaneous frequency estimation; instantaneous phase; iterative method; masking; monocomponent signals; multicomponent signals; nonstationary signal representation; recursive nonlinear correction procedure; signal instantaneous frequency; time-dependent signal spectrum; time-frequency analysis; time-frequency kernel; Chirp; Discrete transforms; Fourier transforms; Frequency estimation; Iterative methods; Kernel; Recursive estimation; Signal representations; Spectrogram; Time frequency analysis;
Conference_Titel :
Electronics, Circuits and Systems, 2001. ICECS 2001. The 8th IEEE International Conference on
Print_ISBN :
0-7803-7057-0
DOI :
10.1109/ICECS.2001.957460