Title :
Estimation of extinction and phase function of random media using the measured backscatter frequency correlation function
Author :
Sarabandi, K. ; Nashashibi, A.
Author_Institution :
Radiation Lab., Michigan Univ., Ann Arbor, MI, USA
Abstract :
A novel application of radar backscatter data to the classification and inversion of biophysical parameters of terrestrial targets is proposed. Traditionally in radar remote sensing, the backscattering coefficients and the backscatter phase difference statistics of distributed targets are used to estimate the biophysical parameters of interest. However, because of the complex nature of random media scattering problems, target classification and parameter inversion algorithms are very convoluted. One obvious way of enhancing the success and the accuracy of an inversion algorithm is to expand the dimension of the input vector space. Some applications of a new measurable parameter, namely the target frequency correlation function (FCF), is proposed. The frequency correlation function of random media is studied for the purpose of establishing a relationship between extinction and phase function of the target and the measured correlation functions. The University of Michigan wideband polarimetric scatterometer systems are used to verify the theoretical models and algorithms developed in this study.
Keywords :
backscatter; correlation methods; electromagnetic wave scattering; image classification; image resolution; inverse problems; parameter estimation; radar applications; radar cross-sections; radar imaging; radar target recognition; University of Michigan; backscatter phase difference statistics; backscattering coefficients; biophysical parameters inversion; distributed targets; extinction estimation; input vector space dimension; measured backscatter frequency correlation function; parameter estimation; parameter inversion algorithms; phase function; radar backscatter data; radar remote sensing; random media scattering problems; target classification; target frequency correlation function; terrestrial targets; theoretical models; wideband polarimetric scatterometer systems; Backscatter; Frequency measurement; Parameter estimation; Phase estimation; Radar applications; Radar remote sensing; Radar scattering; Random media; Scattering parameters; Statistical distributions;
Conference_Titel :
Antennas and Propagation Society International Symposium, 1997. IEEE., 1997 Digest
Conference_Location :
Montreal, Quebec, Canada
Print_ISBN :
0-7803-4178-3
DOI :
10.1109/APS.1997.625546