Title :
A robust form of the Ambiguity function
Author :
Jokanovic, Branka ; Orovic, Irena ; Stankovic, Stevan ; Amin, M.
Abstract :
A form of the Ambiguity function appropriate for signals affected by mixture of the Gaussian and impulsive noise is introduced. Then, it is used for calculation of the robust distributions belonging to the Cohen class. The proposed class of robust distributions may be used for time-frequency analysis and IF estimation of a wide class of signals corrupted by a heavy tailed noise. The theory is justified by a set of numerical examples.
Keywords :
Gaussian noise; impulse noise; signal processing; time-frequency analysis; Cohen class; Gaussian noise; IF estimation; ambiguity function; heavy tailed noise; impulsive noise; time-frequency analysis; Kernel; Noise; Noise measurement; Optimization; Robustness; Standards; Time frequency analysis; Ambiguity function; Cohen class of distributions; Robust time-frequency analysis;
Conference_Titel :
Telecommunications Forum (TELFOR), 2012 20th
Conference_Location :
Belgrade
Print_ISBN :
978-1-4673-2983-5
DOI :
10.1109/TELFOR.2012.6419346