Title :
Robust parametric reconstruction of signals by rational modeling
Author :
Desai, Vip ; Arun, K.S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Abstract :
A rational model is proposed for reconstruction of bandlimited signals from successive observations, bandlimits, and knowledge of signal peak location. The singular values of a matrix constructed from this information, display the error in modeling this data with rational models of different candidate orders. The parameters of the approximate model may be estimated from the singular vectors. The proposed approach has good spectral resolution ability and a certain degree of robustness to errors in data
Keywords :
extrapolation; parameter estimation; signal processing; spectral analysis; bandlimited signals; extrapolation; parametric reconstruction; rational model; spectral resolution; Computer displays; Computer errors; Displays; Economic forecasting; Extrapolation; Filtering theory; Fourier transforms; Image reconstruction; Passband; Robustness; Signal processing algorithms; Signal resolution;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
Conference_Location :
Albuquerque, NM
DOI :
10.1109/ICASSP.1990.115588