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Mathematical Problems in Engineering
Volume 2014, Article ID 682472, 9 pages
http://dx.doi.org/10.1155/2014/682472
Research Article

Uni-Vector-Sensor Dimensionality Reduction MUSIC Algorithm for DOA and Polarization Estimation

1School of Physics and Optoelectronic Engineering, Xidian University, Xi’an 710071, China
2National Laboratory of Radar Signal Processing, Xidian University, Xi’an 710071, China

Received 23 May 2014; Revised 20 October 2014; Accepted 1 November 2014; Published 19 November 2014

Academic Editor: Tiedong Ma

Copyright © 2014 Lanmei Wang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. T. Li and A. Nehorai, “Maximum likelihood direction-of-arrival estimation of underwater acoustic signals containing sinusoidal and random components,” IEEE Transactions on Signal Processing, vol. 59, no. 11, pp. 5302–5314, 2011. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  2. R. Keizer, T. Bronez, and J. Creekmore, “An approximate maximum likelihood algorithm for direction finding with diversely polarized arrays,” in Proceedings of the IEEE Conference Record on Communications on the Move—Military Communications Conference (MILCOM '93), vol. 1, pp. 349–353, Boston, Mass, USA, October 1993. View at Publisher · View at Google Scholar
  3. X. F. Zhang and D. Z. Xu, “Blind PARAFAC signal detection for polarization sensitive array,” EURASIP Journal on Advances in Signal Processing, vol. 2007, Article ID 12025, 7 pages, 2007. View at Publisher · View at Google Scholar · View at MathSciNet
  4. B. Hochwald and A. Nehorai, “Identifiability in array processing models with vector-sensor applications,” IEEE Transactions on Signal Processing, vol. 44, no. 1, pp. 83–95, 1996. View at Publisher · View at Google Scholar · View at Scopus
  5. X. Zhang, Y. Shi, and D. Xu, “Novel blind joint direction of arrival and polarization estimation for polarization-sensitive uniform circular array,” Progress in Electromagnetics Research, vol. 86, pp. 19–37, 2008. View at Publisher · View at Google Scholar · View at Scopus
  6. X. F. Zhang and D. Z. Xu, “Deterministic blind beamforming for electromagnetic vector sensor array,” Progress in Electromagnetics Research, vol. 84, pp. 363–377, 2008. View at Publisher · View at Google Scholar · View at Scopus
  7. Q. Cheng and Y. Hua, “Performance analysis of the MUSIC and pencil-MUSIC algorithms for diversely polarized array,” IEEE Transactions on Signal Processing, vol. 42, no. 11, pp. 3150–3165, 1994. View at Publisher · View at Google Scholar · View at Scopus
  8. R. O. Schmidt, “Multiple emitter location and signal parameter estimation,” IEEE Transactions on Antennas and Propagation, vol. AP-34, no. 3, pp. 276–280, 1986. View at Google Scholar · View at Scopus
  9. Y. Hua, “Pencil-MUSIC algorithm for finding two-dimensional angles and polarizations using crossed dipoles,” IEEE Transactions on Antennas and Propagation, vol. 41, no. 3, pp. 370–376, 1993. View at Publisher · View at Google Scholar · View at Scopus
  10. M. D. Zoltowski and K. T. Wong, “Closed-form eigenstructure-based direction finding using arbitrary but identical subarrays on a sparse uniform Cartesian array grid,” IEEE Transactions on Signal Processing, vol. 48, no. 8, pp. 2205–2210, 2000. View at Publisher · View at Google Scholar · View at Scopus
  11. M. D. Zoltowski and K. T. Wong, “ESPRIT-based 2-D direction finding with a sparse uniform array of electromagnetic vector sensors,” IEEE Transactions on Signal Processing, vol. 48, no. 8, pp. 2195–2204, 2000. View at Publisher · View at Google Scholar · View at Scopus
  12. K. T. Wong and M. D. Zoltowski, “Closed-form direction finding and polarization estimation with arbitrarily spaced electromagnetic vector-sensors at unknown locations,” IEEE Transactions on Antennas and Propagation, vol. 48, no. 5, pp. 671–681, 2000. View at Publisher · View at Google Scholar · View at Scopus
  13. K. T. Wong and M. D. Zoltowski, “Uni-vector-sensor ESPRIT for multisource azimuthelevation, and polarization estimation,” IEEE Transactions on Antennas and Propagation, vol. 45, no. 10, pp. 1467–1474, 1997. View at Publisher · View at Google Scholar · View at Scopus
  14. K. T. Wong and M. D. Zoltowski, “Polarization diversity and extended aperture spatial diversity to mitigate fading-channel effects with a sparse array of electric dipoles or magnetic loops,” in Proceedings of the IEEE International Electric Vehicle Conference, pp. 1163–1167, 1997.
  15. K. T. Wong and M. D. Zoltowski, “High accuracy 2D angle estimation with extended aperture vector sensor arrays,” in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP ’96), vol. 5, pp. 2789–2792, Atlanta, Ga, USA, May 1996. View at Publisher · View at Google Scholar
  16. J. Li and R. T. Compton Jr., “Angle and polarization estimation using ESPRIT with a polarization sensitive array,” IEEE Transactions on Antennas and Propagation, vol. 39, no. 9, pp. 1376–1383, 1991. View at Publisher · View at Google Scholar · View at Scopus
  17. J. Li and R. T. Compton Jr., “Two-dimensional angle and polarization estimation using the ESPRIT algorithm,” IEEE Transactions on Antennas and Propagation, vol. 40, no. 5, pp. 550–555, 1992. View at Publisher · View at Google Scholar · View at Scopus
  18. J. Li and R. T. Compton Jr., “Angle estimation using a polarization sensitive array,” IEEE Transactions on Antennas and Propagation, vol. 39, no. 10, pp. 1539–1543, 1991. View at Publisher · View at Google Scholar · View at Scopus
  19. K. T. Wong and M. D. Zoltowski, “Direction-finding with sparse rectangular dual-size spatial invariance array,” IEEE Transactions on Aerospace and Electronic Systems, vol. 34, no. 4, pp. 1320–1336, 1998. View at Publisher · View at Google Scholar · View at Scopus
  20. K. T. Wong, “Direction finding/polarization estimation—Dipole and/or loop triad(s),” IEEE Transactions on Aerospace and Electronic Systems, vol. 37, no. 2, pp. 679–684, 2001. View at Publisher · View at Google Scholar · View at Scopus
  21. K. T. Wong and M. D. Zoltowski, “Closed-form direction-finding with arbitrarily spaced electromagnetic vector-sensors at unknown locations,” in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '98), vol. 4, pp. 1949–1952, May 1998. View at Scopus
  22. K. T. Wong and M. D. Zoltowski, “Root-MUSIC-based azimuth-elevation angle-of-arrival estimation with uniformly spaced but arbitrarily oriented velocity hydrophones,” IEEE Transactions on Signal Processing, vol. 47, no. 12, pp. 3250–3260, 1999. View at Publisher · View at Google Scholar · View at Scopus
  23. K. T. Wong and A. K.-Y. Lai, “Inexpensive upgrade of base-station dumb antennas by two magnetic loops for “blind” adaptive downlink beamforming,” IEEE Antennas and Propagation Magazine, vol. 47, no. 1, pp. 189–193, 2005. View at Publisher · View at Google Scholar · View at Scopus
  24. X. Gong, Z. Liu, Y. Xu, and M. I. Ahmad, “Direction-of-arrival estimation via twofold mode-projection,” Signal Processing, vol. 89, no. 5, pp. 831–842, 2009. View at Publisher · View at Google Scholar · View at Scopus
  25. X. Yuan, K. T. Wong, and K. Agrawal, “Polarization estimation with a dipole-dipole pair, a dipole-loop pair, or a loop-loop pair of various orientations,” IEEE Transactions on Antennas and Propagation, vol. 60, no. 5, pp. 2442–2452, 2012. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  26. A. Nehorai and E. Paldi, “Vector-sensor array processing for electromagnetic source localization,” IEEE Transactions on Signal Processing, vol. 42, no. 2, pp. 376–398, 1994. View at Publisher · View at Google Scholar · View at Scopus
  27. J. Li, “Direction and polarization estimation using arrays with small loops and short dipoles,” IEEE Transactions on Antennas and Propagation, vol. 41, no. 3, pp. 379–386, 1993. View at Publisher · View at Google Scholar · View at Scopus
  28. K. T. Wong and M. D. Zoltowski, “Self-Initiating MUSIC-Based direction finding and polarization estimation in spatio-polarizational beamspace,” IEEE Transactions on Antennas and Propagation, vol. 48, no. 8, pp. 1235–1245, 2000. View at Publisher · View at Google Scholar · View at Scopus
  29. K. T. Wong, L. Li, and M. D. Zoltowski, “Root-MUSIC-based direction-finding and polarization estimation using diversely polarized possibly collocated antennas,” IEEE Antennas and Wireless Propagation Letters, vol. 3, no. 1, pp. 129–132, 2004. View at Publisher · View at Google Scholar · View at Scopus
  30. R. Guo, X. P. Mao, S. B. Li, Z. M. Lin, W. B. Deng, and P. Jiang, “Analysis for 4-D fast polarization MUSIC algorithm,” in Proceedings of the IEEE Radar Conference (RADAR ’13), pp. 1–4, Ottawa, Canada, April-May 2013. View at Publisher · View at Google Scholar
  31. R. Guo, X. P. Mao, S. B. Li, and Z. M. Lin, “Fast fourdimensional joint spectral estimation with array composed of diversely polarized elements,” in Proceedings of the IEEE Radar Conference, pp. 919–923, 2012.
  32. X. Zhang, C. Chen, J. Li, and D. Xu, “Blind DOA and polarization estimation for polarization-sensitive array using dimension reduction MUSIC,” Multidimensional Systems and Signal Processing, vol. 25, no. 1, pp. 67–82, 2014. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at Scopus
  33. R. Goossens and H. Rogier, “Direction-of-arrival and polarization estimation with uniform circular arrays in the presence of mutual coupling,” AEU—International Journal of Electronics and Communications, vol. 62, no. 3, pp. 199–206, 2008. View at Publisher · View at Google Scholar · View at Scopus
  34. A. H. Roger and R. J. Charles, Matrix Analysis, Cambridge University Press, New York, NY, USA, 2012.