DocumentCode
3502358
Title
Data modeling for radar applications
Author
Jaenisch, Holger M. ; Handley, James W.
Author_Institution
SPARTA Inc., Huntsville, AL, USA
fYear
2003
fDate
5-8 May 2003
Firstpage
379
Lastpage
386
Abstract
This paper presents the process of data modeling for generating functional {[f(x)]n} models of algorithms or data set relationships in simple polynomial form. Data modeling has been applied to missing data reconstruction, signature synthesis, interpolation, data compression, classifier performance modeling, and adaptive feature selection. This paper highlights the mathematical process and successful applications.
Keywords
data compression; interpolation; polynomials; radar signal processing; signal reconstruction; adaptive feature selection; classifier performance modeling; data compression; data modeling; data reconstruction; data set relationships; interpolation; polynomial form; radar applications; signature synthesis; 1f noise; Data models; Equations; Fractals; Gaussian noise; Interpolation; Polynomials; Predictive models; Radar applications; Solid modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar Conference, 2003. Proceedings of the 2003 IEEE
Print_ISBN
0-7803-7920-9
Type
conf
DOI
10.1109/NRC.2003.1203429
Filename
1203429
Link To Document