Title :
Cubic phase function for two-dimensional polynomial-phase signals
Author :
Djurovic, Igor ; Pu Wang ; Ioana, Cornel ; Simeunovic, Marko
Author_Institution :
Electr. Eng. Dept., Univ. of Montenegro, Podgorica, Montenegro
Abstract :
A cubic phase function for two-dimensional polynomial-phase signals of the third order (CPF 2-D) is proposed. The CPF 2-D based estimator is able to obtain all unknown parameters by using reduced number of phase differences, compared to the classical Francos-Friedlander (FF) approach. Statistical analysis shows that the proposed CPF 2-D based estimator is asymptotically unbiased and gives low mean squared error (MSE). Simulation results demonstrate that the proposed approach outperforms the FF approach.
Keywords :
mean square error methods; polynomial approximation; signal processing; statistical analysis; CPF 2D based estimator; Francos-Friedlander approach; MSE; cubic phase function; mean squared error; phase difference; statistical analysis; two-dimensional polynomial-phase signals; unknown parameters; Accuracy; Chirp; Estimation; Parameter estimation; Signal to noise ratio; Two dimensional displays;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg