Aliasing-free wideband beamforming using sparse signal representation

IEEE Transactions on Signal Processing

Volumn 59, Issue 7, 2011, Pages 3464-3469

  Tang, Zijian ^a,b   Blacquière, Gerrit ^a,c   Leus, Geert ^b  

^a TNO   (Netherlands)

^b DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

^c DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

Direction of arrival estimation; multiple dictionary; orthogonal matching pursuit; sparse signal representation; spatial aliasing; uniform linear array; wideband beamforming

Indexed keywords

DIRECTION OF ARRIVAL ESTIMATION; MULTIPLE-DICTIONARY; ORTHOGONAL MATCHING PURSUIT; SPARSE SIGNAL REPRESENTATION; SPATIAL ALIASING; UNIFORM LINEAR ARRAYS; WIDEBAND BEAM FORMING;

ARRAY PROCESSING; DIRECTION OF ARRIVAL; TIME VARYING NETWORKS;

BEAMFORMING;

EID: 79959239009     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2011.2140108     Document Type: Article

References (28)

1. B. Borowski, A. Sutin, R. sutin, H.-S Roh, and B. Bunin, "Passive acoustic threat detection in estuarine environments," in Proc. SPIE, Mar. 2008, vol. 6945.
2. H. Wang and M. Kaveh, "Coherent signal-subspace processing for the detection and estimation of angles of arrival of multiple wideband sources," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-33, no. 4, pp. 823-831, Aug. 1985. (Pubitemid 16508606)
3. E. D. Di Claudio and R. Parisi, "WAVES: Weighted average of signal subspaces for robust wideband direction finding," IEEE Trans. Signal Process., vol. 49, no. 10, pp. 2179-2191, Oct. 2001. (Pubitemid 33147589)
4. Y.-S. Yoon, L. M. Kaplan, and J. H. McClellan, "TOPS: New DOA estimator for wideband signals," IEEE Trans. Signal Process., vol. 54, no. 6, pp. 1977-1989, Jun. 2006. (Pubitemid 43811394)
5. J. Dmochowski, J. Benesty, and S. Affès, "On spatial aliasing in microphone arrays," IEEE Trans. Signal Process., vol. 57, no. 4, pp. 1383-1395, Apr. 2009.
6. R. O. Nielson, Sonar Signal Processing. Boston, MA: Artech House, 1991.
7. E. J. Candès and M. B. Wakin, "An introduction to compressive sampling," IEEE Signal Process. Mag., vol. 25, no. 2, pp. 21-30, Mar. 2008.
8. V. Cevher, A. C. Gürbüz, J. H. McClellan, and R. Chellappa, "Compressive wireless arrays for bearing estimation of sparse sources in angle domain," in Proc. Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Mar. 2008, pp. 2497-2500.
9. J. J. Fuchs, "On the application of the global matched filter to DOA estimation with uniform circular arrays," IEEE Trans. Signal Process., vol. 49, no. 4, pp. 702-709, Apr. 2001.
10. D. Malioutov, M. Cetin, and A. S. Willsky, "A sparse signal reconstruction perspective for source localization with sensor arrays," IEEE Trans. Signal Process., vol. 53, no. 8, pp. 3010-3022, Aug. 2005. (Pubitemid 41372811)
11. Y. Wang, G. Leus, and A. Pandharipande, "Direction estimation using compressive sampling array processing," presented at the IEEE Workshop on Statistical Signal Processing, Cardiff, U.K., 2009.
12. S. F. Cotter, B. D. Rao, K. Engan, and K. Kreutz-Delgado, "Sparse solutions to linear inverse problems with multiple measurement vectors," IEEE Trans. Signal Process., vol. 53, no. 7, pp. 2477-2488, Jul. 2005. (Pubitemid 41174440)
13. J. A. Tropp, A. C. Gilbert, and M. J. Strauss, "Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit," Signal Processi., vol. 86, no. 3, pp. 572-588, Mar. 2006. (Pubitemid 43106572)
14. J. Chen and X. Huo, "Theoretical results on sparse representations of multiple-measurement vectors," IEEE Trans. Signal Process., vol. 54, no. 12, pp. 4634-4643, Dec. 2006. (Pubitemid 46405606)
15. D. Baron, M. F. Duarte, M. B. Wakin, S. Sarvotham, and R. G. Baraniuk, "Distributed compressive sensing," 2009 [Online]. Available: http://arxiv.org/abs/0901.3403
16. S. Haykin, Array Signal Processing, S. Haykin, Ed. Englewood Cliffs, NJ: Prentice-Hall, 1985.
17. H. L. van Trees, Optimum Array Processing (Detection, Estimation and Modulation Theory, Part IV). New York: Wiley, 2002.
18. H. Zhu, G. Leus, and G. B. Giannakis, "Sparse regularized total least-squares for sensing applications," presented at the IEEE Signal Process. Workshop on Signal Process. Adv. Wireless Commun. (SPAWC), Marocco, Jun. 2010.
19. M. Yuan and Y. Lin, "Model selection and estimation in regression with grouped variables," J. Roy. Stat. Soc. B (Stat. Methodol.), vol. 68, no. 1, pp. 49-67, Feb. 2006. (Pubitemid 43415335)
20. J. B. Kruskal, "Three-way arrays: Rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics," Linear Algebra Its Appl., vol. 18, no. 2, pp. 95-138, 1977.
21. N. D. Sidiropoulos and X. Liu, "Identifiability results for blind beamforming in incoherent multipath with small delay spread," IEEE Trans. Signal Process., vol. 49, no. 1, pp. 228-236, Jan. 2001. (Pubitemid 32137139)
22. A. Ferrari, C. Béranguer, and G. Alengrin, "Doppler ambiguity resolution using multiple PRF," IEEE Trans. Aerosp. Electron. Syst., vol. 33, no. 3, pp. 738-751, Jul. 1997. (Pubitemid 127762785)
23. Z. Tian, "Compressed wideband sensing in cooperative cognitive radio networks," in Proc. IEEE Global Telecommun. Conf., Nov. 2008, pp. 1-5.
24. N. Ramakrishnan, E. Ertin, and R. L. Moses, "Enhancement of coupled multichannel images using sparsity constraints," IEEE Trans. Image Process., vol. 19, no. 8, pp. 2115-2126, Aug. 2010.
25. E. J. Candès, J. Romberg, and T. Tao, "Stable signal recovery from incomplete and inaccurate measurements," Comm. Pure Appl. Math, vol. 59, pp. 1207-1223, Mar. 2006. (Pubitemid 43988295)
26. R. J. Urick, Principles of Underwater Sound. New York: McGraw-Hill, 1975.
27. D. Needell and J. A. Tropp, "CoSaMP: Iterative signal recovery from incomplete and inaccurate samples," Appl. Comput. Harmon. Anal., vol. 26, no. 3, pp. 301-321, Apr. 2008.
28. M. M. Hyder and K. Mahata, "Direction-of-arrival estimation using a mixed ℓ(2.0) norm approximation," IEEE Trans. Signal Process., vol. 58, no. 9, pp. 4646-4655, Sep. 2010.