Accession Number : AD0776031
Title : Application of ADAPT to Quick Look Classification of Composite Radar Signatures.
Descriptive Note : Final rept. May-Nov 73 on Task 1,
Corporate Author : MASSACHUSETTS INST OF TECH LEXINGTON LINCOLN LAB
Personal Author(s) : Hunter,Herbert E.
Report Date : NOV 1973
Pagination or Media Count : 193
Abstract : The ADAPT Computer Programs, (a series of empirical analysis programs based on the concept that pattern recognition and regression analysis should be preceded by a reduction in the dimensionality based on the Karhunen-Loeve expansion), were applied to composite radar signatures of two classes of targets to develop and study classification laws and mechanisms for separating the two classes. The results include definition of the significance of each of the components of the data vector to each algorithm developed. Both a two step and a number of single step algorithms were developed. The phase of the Fourier transform proved unimportant to the single step classification which were dominated by the amplitude. The phase was significant for the first step of the two step algorithm. The classification mechanisms were similar for the one step classification laws derived using 10, 30 and 200 pulses. (Author)
Descriptors : *Radar signatures, *Radar targets, Classification, Data processing, Computer programming, Fourier transformation, Graphics, Algorithms
Subject Categories : Computer Programming and Software
Active & Passive Radar Detection & Equipment
Distribution Statement : APPROVED FOR PUBLIC RELEASE