Compressive sensing for radar sensor networks

GLOBECOM - IEEE Global Telecommunications Conference

Volumn , Issue , 2010, Pages

  Liang, Qilian ^a  

^a University of Texas at Arlington   (United States)

Author keywords

Compressive sensing; Radar sensor networks; Sense through foliage; Sparsity; SVD QR; UWB

Indexed keywords

MAXIMUM LIKELIHOOD; RADAR EQUIPMENT; RADAR SIGNAL PROCESSING; SENSOR NETWORKS; ULTRA-WIDEBAND (UWB);

COMPRESSIVE SENSING; DATA-REDUNDANCY; RADAR SENSOR NETWORK; RADAR SENSORS; RADAR SIGNALS; SENSE THROUGH FOLIAGES; SPARSITY; SVD-QR; UWB; UWB RADARS;

COMPRESSED SENSING;

EID: 79551620035     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GLOCOM.2010.5683674     Document Type: Conference Paper

References (17)

1. R. Baraniuk and P. Steeghs, "Compressive radar imaging," IEEE Radar Conference, Waltham, Massachusetts, April 2007.
2. S. Bhattacharya, T. Blumensath, B. Mulgrew, and M. Davies, "Fast encoding of synthetic aperture radar raw data using compressed sensing," IEEE Workshop on Statistical Signal Processing, Madison, Wisconsin, August 2007)
3. C. R. Berger, S. Zhou, P. Willett, "Signal Extraction Using Compressed Sensing for Passive Radar with OFDM Signals," Proc. of the 11th Int. Conf. on Information Fusion, Cologne, Germany, July 2008.
4. C. R. Berger, S. Zhou, P. Willett, B. Demissie, J. Heckenbach, "Compressed Sensing for OFDM/MIMO Radar," Proc. of the 42nd Annual Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, Oct. 2008.
5. D. Bertsimas, J. N.Tsitsiklis " Introduction to Linear Optimization ," Athena Scientific , February, 1997.
6. R. M. Buehrer, et al, "Characterization of the UWB channel," IEEE Conf on Ultra Wideband Systems and Technologies, pp. 26-31, Reston, VA, Nov 2003.
7. E. Candés, "Compressive sampling," Int. Congress of Mathematics, vol. 3, pp. 1433-1452, Madrid, Spain, 2006.
8. R. J.-M. Cramer, An Evaluation of Ultrawideband Propagation Channels, Ph.D Dissertation, USC, 2000.
9. R. J.-M Cramer, R. A. Scholtz, and M. Z. Win, "Evaluation of an ultrawide-band propagation channel," IEEE Transactions on Antennas and Propagation, vol 50, no. 5, May 2002, pp. 561-570.
10. D. Donoho " Compressed Sensing ," IEEE Trans. on Information Theory, Vol.52, No.4, pp.1289-1306, April 2006.
11. Golub, G. H., and C. F. Van Loan, Matrix Computations, Johns Hopkins Univ. Press, MD 1983.
12. Golub, G.H., "Numerical Methods for Solving Least Squares Problems," Numer. Math, no. 7, pp. 206-216, 1965.
13. M. Herman and T. Strohmer, "High-resolution radar via compressed sensing," to appear in IEEE Trans. on Signal Processing
14. J. A. Hogbom, "Aperture synthesis with a non-regular distribution of interferometer baseline," Atronomy and Astrophysics Supplement Ser., vol. 15, 1974.
15. L. Potter, P. Schniter, and J. Ziniel, "Sparse reconstruction for RADAR," SPIE Alg. for Syn. Aperture Radar Imagery XV, 2008.
16. R. A. Scholtz, M. Z. Win, and J. M. Cramer, "Evaluation of the Characteristics of the ultra-wideband propagation channel," Proc of Antenna and Propagation Symposium, vol. 2, no. 626-630, 1998.
17. K. R. Varshney, M. etin, J. W. Fisher, and A. S. Willsky, "Sparse representation in structured dictionaries with application to synthetic aperture radar," IEEE Transactions on Signal Processing, 56(8), pp. 3548-3561, August 2008.