Title :
Modelling of signal´s time-frequency content using warped complex-time distributions
Author :
Ioana, Cornel ; Stankovic, Srdjan ; Quinquis, André ; Stankovic, Ljubisa
Author_Institution :
ENSIETA, Brest, France
Abstract :
An analytical form of the instantaneous frequency law (IFL) is very important when the physical parameters have to be evaluated from the time-frequency content of a signal. Generally, the analyzed signals are composed of several time-frequency components characterized by various nonlinear IFL. To deal with such signals, we propose a new method based on the warping operators (WO) and on the complex time distribution (CTD). Using parallel structures composed of several WO, some time-frequency components of the analyzed signal are linearized. This linearization is highlighted by using the CTD which considerably reduces the artefacts due to the complexity of the analyzed signal. This leads to an accurate estimation process, illustrated and justified by numerical and real examples.
Keywords :
frequency estimation; linearisation techniques; nonlinear estimation; signal processing; statistical distributions; time-frequency analysis; complex time distribution; instantaneous frequency law; linearization; nonlinear IFL; parameter estimation; time-frequency content; warped complex-time distributions; warping operators; Chirp; Delay; Dictionaries; Frequency modulation; Information analysis; Matching pursuit algorithms; Projection algorithms; Signal analysis; Time frequency analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416049