Title :
An application of iterated function system attractor for specific radar source identification
Author :
Dudczyk, Janusz ; Kawalec, Adam ; Owczarek, Robert
Author_Institution :
Mil. Unit 4885, Warsaw
Abstract :
This article presents the procedure of radar source identification based on recognition of residually distinctive primal features using Linear Regression Method (LRM). It is kind of SEI method (Specific Emitter Identification), where Iterated Function System (IFS) is used to transform measurement points into transformation fractal represented as generalized measurement function. Further analysis of specific properties of this function leads us to extraction of distinctive features providing the method of exact identification of particular sources of radar emission.
Keywords :
fractals; iterative methods; radar signal processing; regression analysis; generalized measurement function; iterated function system attractor; linear regression method; radar emission; radar source identification; residually distinctive primal features; specific emitter identification; transformation fractal; Electromagnetic measurements; Electromagnetic radiation; Feature extraction; Fractals; Frequency measurement; Linear regression; Radar applications; Radar measurements; Sampling methods; Vectors;
Conference_Titel :
Microwaves, Radar and Wireless Communications, 2008. MIKON 2008. 17th International Conference on
Conference_Location :
Wroclaw
Print_ISBN :
978-83-906662-8-0