Title :
Super-resolved time-frequency analysis of wideband backscattered data
Author :
Moore, John ; Ling, Hao
Author_Institution :
Electromagn. Inst., Tech. Univ. Denmark, Lyngby, Denmark
fDate :
6/1/1995 12:00:00 AM
Abstract :
A time-frequency super-resolution procedure is presented for processing wideband backscattered data containing both scattering center and natural resonance information. In this procedure, Prony´s method is first applied in the frequency domain to locate scattering centers. The data is processed one slice at a time through the use of a sliding window function. Parameterized models for the scattering centers are obtained by a weighted average of the results from each segment. A similar procedure is used in the time domain to fully parameterize the natural resonances. In contrast to other time-frequency techniques, the time-frequencg display from the present super-resolution procedure is not constrained in resolution by the Fourier limit
Keywords :
backscatter; electromagnetic wave scattering; parameter estimation; signal resolution; time-frequency analysis; Fourier limit; Prony´s method; natural resonance information; parameterized models; scattering center information; slice; sliding window function; superresolved time-frequency analysis; time-frequency super-resolution procedure; wideband backscattered data; Displays; Electromagnetic scattering; Frequency domain analysis; Radar scattering; Resonance; Scattering parameters; Signal resolution; Strips; Time frequency analysis; Wideband;
Journal_Title :
Antennas and Propagation, IEEE Transactions on