On compressive sensing applied to radar

Signal Processing

Volumn 90, Issue 5, 2010, Pages 1402-1414

  Ender, Joachim H G ^a  

^a FRAUNHOFER INSTITUTE FOR HIGH FREQUENCY PHYSICS AND RADAR TECHNIQUES FHR   (Germany)

Author keywords

Airspace surveillance; Compressive sensing; DOA estimation; ISAR; Pulse compression; Radar; Radar imaging; Sparse arrays

Indexed keywords

AIR SPACE; AIRSPACE SURVEILLANCE; ARRAY ANTENNAS; DATA SIZE; DOA ESTIMATION; EFFICIENT ALGORITHM; FRAUNHOFER; GENERIC SYSTEM; HIGH BANDWIDTH; NUMBER OF SAMPLES; NYQUIST THEOREM; PHASED ARRAY ANTENNAS; POWER CONSUMPTION; PULSE COMPRESSION RADARS; SAMPLE RATE; SIMULATION RESULT; SINGLE ELEMENT; SPARSE ARRAYS; SPARSE SIGNALS; TARGET PARAMETER;

ALGORITHMS; ANTENNA PHASED ARRAYS; COST REDUCTION; DIRECTION OF ARRIVAL; LASER PRODUCED PLASMAS; MONITORING; PULSE COMPRESSION; RADAR; RADAR IMAGING; RADAR SYSTEMS; RADIO DIRECTION FINDING SYSTEMS; SIGNAL RECONSTRUCTION; SPACE SURVEILLANCE;

RADAR ANTENNAS;

EID: 75249100769     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2009.11.009     Document Type: Article

References (20)

1. Schwartz J., and Steinberg B. Ultrasparse, ultrawideband arrays. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 45 2 (1998) 376-393
2. E. Fishler, A. Haimovich, R. Blum, L. Cimini, D. Chizhik, R. Valenzuela, Mimo radar: an idea whose time has come, in: IEEE Radar Conference, 2004, pp. 71-78.
3. Candes E., Romberg J., and Tao T. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Transactions on Information Theory 52 2 (2006) 489-509
4. Donoho D. Compressed sensing. IEEE Transactions on Information Theory 52 4 (2006) 1289-1306
5. Candes E.J., and Romberg J. Sparsity and incoherence in compressive sampling. Inverse Problems 23 3 (2007) 969-985
6. Candes E., and Wakin M. An introduction to compressive sampling [a sensing/sampling paradigm that goes against the common knowledge in data acquisition]. IEEE Signal Processing Magazine 25 2 (2008) 21-30
7. Chen S., Donoho D., and Saunders M. Atomic decomposition by basis pursuit. SIAM Journal on Scientific Computing 20 (1998) 33-61
8. R. Baraniuk, P. Steeghs, Compressive radar imaging, in: IEEE Radar Conference, 2007, pp. 128-133.
9. M. Herman, T. Strohmer, Compressed sensing radar, in: IEEE Radar Conference, 2008, pp. 1-6.
10. N. Subotic, B. Thelen, K. Cooper, W. Buller, J. Parker, J. Browning, H. Beyer, Distributed radar waveform design based on compressive sensing considerations, 2008, pp. 1-6.
11. I. Stojanovic, W. Karl, M. Cetin, Compressed sensing of mono-static and multi-static SAR, in: SPIE Defense and Security Symposium, Algorithms for Synthetic Aperture Radar Imagery XVI, Orlando, FL.
12. I. Stojanovic, W.C. Karl, Imaging of moving targets with multi-static SAR using an overcomplete dictionary, Selected Topics in Signal Processing, IEEE Journal of, Vol. 4, no. 1, 2010
13. M. Tello, P. Lopez-Dekker, J. Mallorqui, A novel strategy for radar imaging based on compressive sensing, in: IEEE International Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008, vol. 2, 2008, pp. II-213-II-216.
14. S. Bhattacharya, T. Blumensath, B. Mulgrew, M. Davies, Fast encoding of synthetic aperture radar raw data using compressed sensing, 2007, pp. 448-452.
15. C. Berger, S. Zhou, P. Willett, Signal extraction using compressed sensing for passive radar with OFDM signals, 2008, pp. 1-6.
16. Alltop W. Complex sequences with low periodic correlation. IEEE Transactions on Information Theory 26 3 (1980) 350-354
17. J. Laska, S. Kirolos, M. Duarte, T. Ragheb, R. Baraniuk, Y. Massoud, Theory and implementation of an analog-to-information converter using random demodulation, 2007, pp. 1959-1962.
18. Applebaum L., Howard S.D., Searle S., and Calderbank R. Chirp sensing codes: deterministic compressed sensing measurements for fast recovery. Applied and Computational Harmonic Analysis 26 (2008) 283-290
19. Wehner D.R. High-resolution Radar (1995), Artech House
20. A. Gurbuz, J. McClellan, V. Cevher, A compressive beamforming method, in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2008. ICASSP 2008, 2008, pp. 2617-2620.