Compressive sampling of pulse trains: Spread the spectrum!

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2009, Pages 2877-2880

  Naini, Farid M ^a   Gribonval, Rémi ^b   Jacques, Laurent ^a,c   Vandergheynst, Pierre ^a  

^a EPFL   (Switzerland)

^b CAMPUS DE BEAULIEU   (France)

^c UNIVERSITÉ CATHOLIQUE DE LOUVAIN   (Belgium)

Author keywords

Compressed sensing; Compressive sampling; Pulse trains; Shift invariant dictionary; Ultra wide band

Indexed keywords

ACQUISITION STRATEGIES; COMPRESSED SENSING; COMPRESSIVE SAMPLING; FOURIER; HARDWARE IMPLEMENTATIONS; LINEAR SUPERPOSITIONS; NEURAL SIGNAL PROCESSING; NYQUIST RATE; PULSE TRAIN; PULSE TRAINS; SHIFT-INVARIANT DICTIONARY; SIGNAL MODELS; SPREAD SPECTRUM MODULATION; ULTRA-WIDEBAND COMMUNICATIONS; WIDE-BAND;

ACOUSTICS; HARDWARE; LOCOMOTIVES; RAILROAD CARS; SIGNAL PROCESSING; SIGNAL RECONSTRUCTION; SPECTROSCOPY;

TELECOMMUNICATION SYSTEMS;

EID: 70349226749     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4960224     Document Type: Conference Paper

References (9)

1. E. Candes and J. Romberg, "Sparsity and incoherence in compressive sampling," Inverse Problems, vol. 23, pp. 969-986, 2007.
2. E. Candes, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inform. Theory, vol. 52, pp. 489-509, 2006.
3. D. Donoho, "Compressed sensing," IEEE Trans. Inform. Theory, vol. 52, pp. 1289-1306, 2006.
4. H. Rauhut, K. Schnass, and P. Vandergheynst, "Compressed sensing and redundant dictionaries," IEEE Trans. Inform. Theory, vol. 54, no. 5, pp. 2210-2219, 2008.
5. E. Candes and M. Wakin, "An introduction to compressive sampling [a sensing/sampling paradigm that goes against the common knowledge in data acquisition]," IEEE Sig. Proc. Mag., vol. 25, no. 2, pp. 21-30, Mar 2008.
6. J. Paredes, G. Arce, and Z. Wang;, "Ultra-wideband compressed sensing: Channel estimation," IEEE Journ. Sel. Top. Sig. Proc., vol. 1, no. 3, pp. 383-395, Oct 2007.
7. M. Jenkner, M. Tartagni, A. Hierlemann, and R. Thewes, "Cell-based cmos sensor and actuator arrays," IEEE Journ. Solid-State Circuits, vol. 39, no. 12, pp. 2431 - 2437, Dec 2004.
8. J. Laska, S. Kirolos, Y. Massoud, R. Baraniuk, A. Gilbert, M. Iwen, and M. Strauss "Random sampling for analog-to-information conversion of wideband signals," IEEE Dallas Circuits and Systems Workshop (DCAS), Dallas, Texas, 2006.
9. J. Laska, S. Kirolos, M. Duarte, T. Ragheb, R. Baraniuk, and Y. Massoud " Theory and implementation of an analog-to-information converter using random demodulation," IEEE Int. Symp. on Circuits and Systems (ISCAS), New Orleans, Louisiana, 2007.