Title :
Nonparametric identification of continuous linear systems with discrete measurements
Author :
Chang, C. ; Holmes, R.B.
Author_Institution :
Massachusetts Institute of Technology, Lexington, Massachusetts
Abstract :
Formulas for the pseudoinverse of a compact operator are applied to linear system identification and scattering function estimation from a finite set of noisy measurements. The result is a nonparametric estimator possessing several desirable features. The approach encompasses the Modified Discrete Fourier Transform and is applied herein to the important problem of closely spaced object resolsution in radar/optical signal processing.
Keywords :
Discrete Fourier transforms; Laser radar; Linear systems; Optical noise; Optical scattering; Optical signal processing; Radar scattering; Radar signal processing; Signal resolution; Spaceborne radar;
Conference_Titel :
Decision and Control, 1984. The 23rd IEEE Conference on
Conference_Location :
Las Vegas, Nevada, USA
DOI :
10.1109/CDC.1984.272155