DocumentCode
1669241
Title
Design and analysis of multi-coset arrays
Author
Krieger, James D. ; Kochman, Yuval ; Wornell, Gregory W.
Author_Institution
Dept. EECS, Massachusetts Inst. of Technol., Cambridge, MA, USA
fYear
2013
Firstpage
3781
Lastpage
3785
Abstract
An efficient sparse antenna array architecture is developed for coherent imaging of sparse but otherwise unknown scenes. In this architecture, the array elements form a periodic nonuniform pattern. Using analysis that explicitly takes into account the presence of noise, we develop an efficient pattern design procedure based on co-arrays, describe an efficient scene support recovery algorithm as part of image reconstruction in the form of a modification to the MUSIC algorithm, and discuss a failure detection technique based on evaluating “back-projection” error. Since our development exploits a close connection to multi-coset sampling of bandlimited waveforms, our results may in turn may also be useful in the design of those systems.
Keywords
antenna arrays; compressed sensing; image reconstruction; image sampling; MUSIC algorithm; array elements; back-projection error evaluation; co-arrays; coherent sparse imaging; compressed sensing; failure detection technique; image reconstruction; multicoset arrays; multicoset sampling; pattern design procedure; periodic nonuniform pattern; scene support recovery algorithm; sparse antenna array architecture; Antenna arrays; Array signal processing; Image reconstruction; Imaging; Multiple signal classification; Signal to noise ratio; MUSIC algorithm; antenna arrays; compressed sensing; millimeter-wave imaging; sparse sampling;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location
Vancouver, BC
ISSN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2013.6638365
Filename
6638365
Link To Document