Title :
On the concept of time-frequency distributions based on complex-lag moments
Author :
Gottin, Bertrand ; Ioana, Cornel ; Stankovic, Srdjan ; Stankovic, Ljubisa ; Channussot, Jocelyn
Author_Institution :
GIPSA-Lab., Polytech. Inst. of Grenoble, St. Martin d´Heres, France
Abstract :
The instantaneous frequency law is an important tool for the analysis of time-frequency content of a signal. Generally, the analyzed signals are composed of several time-frequency components characterized by various non-linear contents. To deal with the nonlinearity of time-frequency content, several time-frequency distributions have been proposed, mainly based on warping techniques. Recently, we introduced the time-frequency distributions based on complex-lag arguments. Its property to strongly reduce, in the case of a single component, the inner interferences due to the time-frequency non-linearity has been shown. In this paper we prove its capabilities to deal with multi-component signals. This property is achieved by an appropriate combination of complex-lag moments computed for different complex lags sets. Numerical examples prove the benefits of the concept defined in this paper.
Keywords :
signal representation; time-frequency analysis; complex-lag moments; instantaneous frequency law; time-frequency distributions; warping techniques; Chirp; Europe; Noise; Polynomials; Time-frequency analysis; Transient analysis; Signal Representations; Time-frequency analysis;
Conference_Titel :
Signal Processing Conference, 2008 16th European
Conference_Location :
Lausanne