Wideband spectrum sensing based on sub-Nyquist sampling

IEEE Transactions on Signal Processing

Volumn 61, Issue 12, 2013, Pages 3028-3040

  Yen, Chia Pang ^a   Tsai, Yingming ^a   Wang, Xiaodong ^b,c  

^a INTERDIGITAL COMMUNICATIONS   (United States)

^b Columbia University ^*  (United States)

^c KING ABDULAZIZ UNIVERSITY   (Saudi Arabia)

Author keywords

Energy detection; multicoset sampling; power spectrum estimation; sub Nyquist rate; wideband spectrum sensing

Indexed keywords

ENERGY DETECTION; MULTICOSET SAMPLINGS; POWER SPECTRUM ESTIMATION; SUB-NYQUIST RATE; WIDEBAND SPECTRUM SENSING;

FREQUENCY BANDS; SIGNAL DETECTION; SPECTRUM ANALYSIS;

POWER SPECTRUM;

EID: 84878320137     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2013.2251342     Document Type: Article

References (34)

1. S. Haykin, "Cognitive radio: Brain empowered wireless communica tions," IEEE Trans. Commun., vol. 23, no. 2, pp. 201-220, Feb. 2005. (Pubitemid 40245487)
2. J. Mitola and G. Q. Maguire, "Cognitive radio: Making software radios more personal," IEEE Pers. Commun. Mag., vol. 6, no. 4, pp. 13-18, 1999.
3. D. D. Ariananda, M. K. Lakshmanan, and H. Nikoo, "A survey on spectrum sensing techniques for cognitive radio," in Proc. 2nd Int. Workshop Cognit. Radio Adv. Spectrum Manag. (CogART), 2009, pp. 74-79.
4. A. Sahai and D. Cabric, "A tutorial on spectrum sensing: Fundamental limits and practical challenges," presented at the IEEE Symp. New Frontiers in Dyn. Spectrum Access Netw. (DySpan), Baltimore, MD, USA, Nov. 2005.
5. B. Farhang-Boroujeny, "Filter bank spectrum sensing for cognitive radios," IEEE Trans. Signal Process., vol. 56, no. 5, pp. 1801-1811, May 2008.
6. D. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, 2006.
7. R. Venkataramani and Y. Bresler, "Perfect reconstruction formulas and bounds on aliasing error in sub-Nyquist nonuniform sampling of multiband signalss," IEEE Trans. Inf. Theory, vol. 46, no. 6, pp. 2173-2183, Sep. 2000.
8. J. Arias et al., "A 32 mw 320 mhz continuous-time complex deltasigma adc for multi-mode wireless-lan receivers," IEEE J. Solid-State Circuits, vol. 41, no. 2, pp. 339-351, Feb. 2006.
9. M. Mishali and Y. C. Eldar, "Blind multiband signal reconstruction: Compressed sensing for analog signals," IEEE Trans. Signal Process., vol. 57, no. 3, pp. 993-1009, Mar. 2009.
10. P. Feng and Y. Bresler, "Spectrum-blind minimum-rate sampling and reconstruction of multiband signals," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Atlanta, GA, USA, 2006, pp. 1950-1962.
11. M. Mishali and Y. C. Eldar, "From theory to practice: Sub-nyquist sam pling of sparse wideband analog signals," IEEE J. Sel. Topics Signal Process., vol. 4, no. 2, pp. 375-391, Apr. 2010.
12. J. Laska et al., "Random sampling for analog-to-information conversion of wideband signals," in Proc. IEEE Dallas Circuits Syst. Workshop (DCAS), Dallas, TX, USA, Oct. 2006, pp. 199-122.
13. Z. Tian and G. B. Giannakis, "Compressed sensing for wideband cognitive radio," in Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Honolulu, HI, USA, Apr. 2007, pp. IV-1357-IV-1360.
14. P. Pal and P. P. Vaidyanathan, "Coprime sampling and the music algorithm," in Proc. IEEE Digit. Signal Process. Signal Process. Educ. Workshop, Sedona, AZ, USA, Jan. 2011, pp. 289-294.
15. M. A. Lexa, M. E. Davies, J. S. Thompson, and J. Nikolic, "Com-pressive power spectral density estimation," presented at the IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Prague, Czech Republic, May 2011.
16. D. D. Ariananda, G. Leus, and Z. Tian, "Multi-coset sampling for power spectrum blind sensing," presented at the Int. Conf. Digit. Signal Process. (DSP), Corfu, Greece, Jul. 2011.
17. G. Leus and D. D. Ariananda, "Power spectrum blind sampling," IEEE Signal Process. Lett., vol. 18, no. 8, pp. 443-446, Aug. 2011.
18. J. Leech, "On the representation of by differences," J. London Math. Soc., vol. 31, pp. 160-169, Apr. 1956.
19. W. L. Ma, T. H. Hsieh, and C. Y. Chi, "DOA estimation of quasi-stationary signals via Khatri-Rao subspace," in Proc. Int. Conf. Acoust., Speech, Signal Process, (ICASSP), Apr. 2009.
20. P. Pal and P. P. Vaidyanathan, "Nested arrays: A novel approach to array processing with enhanced degrees of freedom," IEEE Trans. Signal Process., vol. 58, no. 8, pp. 4167-4181, Aug. 2010.
21. S. Shakeri, D. D. Ariananda, and G. Leus, "Direction of arrival estimation using sparse ruler array design," presented at the 13th IEEE Int. Workshop Signal Process., Cesme, Turkey, 2012.
22. H. Urkowitz, "Energy detection of unknown deterministic signals," Proc. IEEE, vol. 55, no. 4, pp. 523-531, 1967.
23. R. G. Vaughan, N. L. Scott, and P. R. White, "The theory of bandpass sampling," IEEE Trans. Signal Process., vol. 39, no. 9, pp. 1973-1984, Sep. 1991.
24. W. A. Gardner, A. Napolitano, and L. Paura, "Cyclostationarity: Half a century of research," in EURASIP Signal Process., 2006, vol. 86, pp. 639-697. (Pubitemid 43242966)
25. N. D. Sidiropoulos and X. Liu, "Identifiability results for blind beam-forming in incoherent multipath with small delay spread," IEEE Trans. Signal Process., vol. 49, no. 1, pp. 228-236, Jan. 2001. (Pubitemid 32137139)
26. P. Pal and P. Vaidyanathan, "Correlation-aware techniques for sparse support recovery," in Proc. IEEE Statist. Signal Process. (SSP) Workshop, Aug. 2012.
27. A. B. Gershman and N. D. Sidiropoulos, Space-Time Processing for MIMO Communications. New York, NY, USA: Wiley, 2005.
28. J. Antoni, "Cyclic spectral analysis in practice," Mechan. Syst. Signal Process., vol. 21, no. 2, pp. 597-630, Feb. 2007. (Pubitemid 44667426)
29. W. A. Gardner, Statistical Spectral Analysis: A Non-Probabilistic Theory. Englewood Cliffs, NJ, USA: Prentice-Hall, 1988.
30. A. V. Dandawate and G. B. Giannakis, "Nonparametric polyspectral estimators for kth-order (almost) cyclostationary processes," IEEE Trans. Inf. Theory, vol. 40, no. 1, pp. 67-84, Jan. 1994.
31. D. Brllinger, Time Series: Data Analysis and Theory. San Francisco, CA, USA: Holden-Day, 1981.
32. F. D. Neeser and J. L. Massey, "Proper complex random processes with applications to information theory," IEEE Trans. Inf. Theory, vol. 39, no. 4, pp. 1293-1302, Nov. 1993.
33. J. G. Proakis, Digital Signal Processing-Principles, Algorithms, and Applications. Englewood Cliffs, NJ, USA: Prentice-Hall, 1996.
34. B. M. Sadler and A. V. Dandawate, "Nonparametric estimation of the cyclic cross spectrum," IEEE Trans. Inf. Theory, vol. 44, no. 1, pp. 351-358, Jan. 1997.