Title :
Parameter estimation of multicomponent quadratic FM signals using computationally efficient Radon-CPF transform
Author :
Pu Wang ; Jianyu Yang
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
The identifiability problem of the cubic phase function (CPF) for multicomponent quadratic FM (QFM) signals is verified both in theory and in simulations. A computationally efficient technique based on the one dimensional (1-D) Radon-CPF transform (RCT) is proposed for this problem. The RCT first reassigns the time-frequency rate distribution (TFRD) with the information of the second-order coefficient, and then implements the 1-D Radon transform with only angle variety. Although this technique is supposed for multicomponent QFM signals, it is also efficient for monocomponent. The simulation results verify the proposed method both in illustrative examples and performance evaluations.
Keywords :
Radon transforms; frequency modulation; maximum likelihood estimation; time-frequency analysis; 1D Radon-CPF transform; J-D Radon; QFM; RCT; TFRD; cubic phase function; multicomponent quadratic FM signal; parameter estimation; second-order coeffcient; time-frequency rate distribution; Abstracts; Computational modeling; Gold; Transforms;
Conference_Titel :
Signal Processing Conference, 2006 14th European
Conference_Location :
Florence