On the use of compressive sampling for wide-band spectrum sensing

2010 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2010

Volumn , Issue , 2010, Pages 354-359

  Sundman, Dennis ^a   Chatterjee, Saikat ^a   Skoglund, Mikael ^a  

^a ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

Cognitive radio; Compressive sampling; Power spectrum estimation; Sub Nyquist sampling

Indexed keywords

COMPRESSED SENSING; SPECTRAL DENSITY;

COMPRESSIVE SAMPLING; NYQUIST FREQUENCY; NYQUIST RATE; POWER SPECTRUM ESTIMATION; SPECTRUM HOLES; STATIONARITY; SUB-NYQUIST SAMPLING; WIDEBAND SPECTRUM;

COGNITIVE RADIO;

EID: 79952383891     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISSPIT.2010.5711810     Document Type: Conference Paper

References (19)

1. D.L. Donoho, "Compressed sensing, " IEEE Trans. In! Themy" vol. 52, no. 4, pp. 1289-1306, April 2006
2. Zhi Tian and G.B. Giannakis, "Compressed sensing for wideband cognitive radios, " in IEEE Int. Con! Acoustics, Speech and Signal Proc., 2007. ICASSP 2007., 15-20 2007, vol. 4, pp. IV-1357 -IV-1360 (Pubitemid 47178630)
3. Y.L. Polo, Ying Wang, A. Pandharipande, and G. Leus, "Compressive wide-band spectrum sensing, " in IEEE Int. Corif. Acoustics, Speech and Signal Proc., 2009. ICASSP 2009., 19- 24 2009, pp. 2337 -2340
4. Joseph Mitola, Cognitive Radio: An Integrated Agent Architecture for Software Defined Radio, Ph.D. thesis, Royal Institute of Technology (KTH), Stockholm, May 2000
5. Ying Wang, A. Pandharipande, Y.L. Polo, and G. Leus, "Distributed compressive wide-band spectrum sensing, " Irif. Theory and Applications Workshop" pp. 178-183, Feb 2009
6. S. Kirolos, T. Ragheb, 1. Laska, M.E. Duarte, Y. Massoud, and R.G. Baraniuk, "Practical issues in implementing analog-toinformation converters, " in The 6th Int. Workshop System-onChip for Real-Time Applications, Dec. 2006, pp. 141-146
7. Jason Laska, Sami Kirolos, Yehia Massoud, Richard Baraniuk, Anna Gilbert, Mark Iwen, and Martin Strauss, "Random sampling for analog-to-information conversion of wideband signals, " in IEEE Dallas/CAS Workshop Design, Applications, Integration and Software" Oct. 2006, pp. 119-122
8. E.J. Candes and T. Tao, "Near-optimal signal recovery from random projections: Universal encoding strategies?, " IEEE Trans. In! Theory" vol. 52, no. 12, pp. 5406-5425, Dec 2006 (Pubitemid 46445381)
9. J.A. Tropp, J.N. Laska, M.F. Duarte, lK. Romberg, and R.G. Baraniuk, "Beyond nyquist: Efficient sampling of sparse bandlimited signals, " IEEE Trans. Inf Theory" vol. 56, no. 1, pp. 520-544, Jan 2010
10. J.A. Tropp, M.B. Wakin, M.F. Duarte, D. Baron, and R.G. Baraniuk, "Random filters for compressive sampling and reconstruction, " Acoustics, Speech and Signal Proc., 2006. ICASSP 2006 Proceedings. 2006 IEEE Int. Conf. on, vol. 3, pp. III -III, May 2006
11. Waheed U. Bajwa, Jarvis D. Haupt, Gil M. Raz, Stephen J. Wright, and Robert D. Nowak, " Toeplitz-structured compressed sensing matrices, " Statistical Signal Proc., 2007. SSP '07. IEEE/SP 14th Workshop on, pp. 294 -298, Aug 2007
12. J. Romberg, "Sensing by random convolution, " Computational Advances in Multi-Sensor Adaptive Processing, 2007. CAMPSAP 2007. 2nd IEEE Int. Workshop on, pp. 137 -140, Dec 2007
13. E.J. Candes and T. Tao, "Decoding by linear programming, " IEEE Trans. In! Theory" vol. 51, no. 12, pp. 4203-4215, Dec. 2005 (Pubitemid 41800353)
14. E. J. Candes and J. Romberg, "Sparsity and incoherence in compressive sampling, " Inverse Problems, vol. 23, no. 3, pp. 969-985, Jun. 2007 (Pubitemid 46838836)
15. Scott Shaobing Chen, David L. Donoho, Michael, and A. Saunders, "Atomic decomposition by basis pursuit, " SIAM Journal Scientific Computing, vol. 20, pp. 33-61, 1998 (Pubitemid 128689501)
16. Chinh La and M.N. Do, "Tree-based orthogonal matching pursuit algorithm for signal reconstruction, " Image Processing, 2006 IEEE Int. Can! on, pp. 1277 -1280, Oct 2006
17. M. Grant and S. Boyd, "CVX: Matlab software for disciplined convex programming, version 1.21, " http://cvxr.com/cvx, Jul. 2010
18. H. L. Van Trees, Detection, Estimation, and Modulation Theory, Part I, Wiley-Interscience, I edition, Sep. 2001
19. P. Stoica and R. Moses, Spectral Analysis of Signals, Pearson Prentice Hall, 2005.