Title :
Standard deviation of instantaneous frequency
Author :
Cohen, Leon ; Lee, Chongmoon
Author_Institution :
Hunter Coll., City Univ. of New York, NY, USA
Abstract :
Explicit expressions are derived for the standard deviation of instantaneous frequency (local bandwidth) at a particular time using the short-time Fourier transform and the general class of bilinear distributions. Examples are given. Application to the characterization and description of a multicomponent signal is discussed. The theorem of Fink (1966) and Mandel (1974), which states that the bandwidth of a signal is always greater than the global deviation of the derivative of the phase from the average frequency, is generalized for the short-time Fourier transform. The difference in the two standard deviations is found to be precisely the average of the local bandwidth as calculated with the bilinear distributions
Keywords :
Fourier transforms; signal processing; statistical analysis; bilinear distributions; instantaneous frequency; local bandwidth; multicomponent signal; short-time Fourier transform; signal processing; standard deviation; Bandwidth; Educational institutions; Fourier transforms; Frequency estimation; Phase estimation; Reflection; Signal analysis; Spectrogram;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location :
Glasgow
DOI :
10.1109/ICASSP.1989.266910