DocumentCode
3348844
Title
Theoretical aspects of array radar imaging via fusing the experiment design and regularization techniques
Author
Shkvarko, Yuriy V. ; Leyva-Montiel, Jose Luis
Author_Institution
Unidad Guadalajara, Spain
fYear
2002
fDate
4-6 Aug. 2002
Firstpage
115
Lastpage
119
Abstract
We address a new approach to solving the radar imaging problems stated and treated as ill-posed inverse problems of restoration of the spatial spectrum pattern of the wavefield sources distributed in the environment by processing the radar data signals distorted in the stochastic measurement channel. By exploiting the idea of combining the experiment design (ED) and descriptive regularization (R) theory methods for scattering inverse problems solution we propose a fused experiment-design-regularization (EDR) technique for radar image formation. With this technique we present the EDR-based interpretation of a family of the conventional array imaging algorithms and propose some their modifications to enhance the resolution performances of the resulting radar images.
Keywords
array signal processing; design of experiments; electromagnetic wave scattering; image representation; image restoration; inverse problems; radar imaging; radar resolution; EDR-based interpretation; array imaging algorithms; array radar imaging; array signal processing; data representation; descriptive regularization theory; experiment design; ill-posed inverse problems; radar data signal processing; radar image formation; radar image resolution performance; regularization techniques; scattering inverse problems solution; side-looking imaging radar; spatial spectrum pattern restoration; stochastic measurement channel; wavefield sources; Distortion; Image restoration; Inverse problems; Predistortion; Radar imaging; Radar measurements; Radar scattering; Radar signal processing; Signal processing; Signal restoration;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002
Print_ISBN
0-7803-7551-3
Type
conf
DOI
10.1109/SAM.2002.1191011
Filename
1191011
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