Title :
Integrating electromagnetics and signal processing into new radar algorithms
Author :
Fuller, D.F. ; Hack, D.E. ; Sutara, S. ; Tempelis, A. ; Jussaume, M. ; Saville, M.A. ; Jackson, J.A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Air Force Inst. of Technol., Wright-Patterson AFB, OH, USA
Abstract :
Modern remote sensing applications, including radar, require thoughtful consideration of electromagnetic principles for constructing advanced signal processing algorithms for detection, estimation, tracking, imaging and feature extraction. Starting from a generalized picture of the distributed sensing paradigm, this paper presents current efforts at the Radar Instrumentation Laboratory, Air Force Institute of Technology to develop efficient target models for use in integrated imaging and feature extraction algorithms for fully polarimetric synthetic aperture radar (SAR). In continuing the development of anisotropic target models, closed form expressions are presented for canonical objects, and using both simulation and measurement from the Gotcha challenge data, a new and efficient integrated algorithm is demonstrated for finding distributed objects in SAR imagery.
Keywords :
distributed sensors; feature extraction; object detection; radar polarimetry; remote sensing by radar; signal processing; synthetic aperture radar; target tracking; Air Force Institute of Technology; Gotcha challenge data; Radar Instrumentation Laboratory; SAR imagery; canonical objects; distributed sensing; electromagnetics; feature extraction; imaging; polarimetric synthetic aperture radar; radar algorithms; remote sensing; signal processing; target detection; target estimation; target tracking; Computational modeling; Mathematical model; Radar imaging; Scattering; Solid modeling; Three dimensional displays;
Conference_Titel :
Electromagnetics in Advanced Applications (ICEAA), 2011 International Conference on
Conference_Location :
Torino
Print_ISBN :
978-1-61284-976-8
DOI :
10.1109/ICEAA.2011.6046543