FSF MUSIC for joint DOA and frequency estimation and its performance analysis

IEEE Transactions on Signal Processing

Volumn 54, Issue 12, 2006, Pages 4529-4542

  Lin, Jen Der ^b   Fang, Wen Hsien ^a,b   Wang, Yung Yi ^c   Chen, Jiunn Tsair ^d  

^a IEEE   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

^c ST JOHN'S UNIVERSITY   (Taiwan)

^d NATIONAL TSING HUA UNIVERSITY   (Taiwan)

Author keywords

Direction of arrival (DOA); Fast algorithm; Multiple signal classification (MUSIC); Performance analysis; Subspace based algorithms

Indexed keywords

FAST ALGORITHMS; MULTIPLE SIGNAL CLASSIFICATION (MUSIC); PERFORMANCE ANALYSIS; SUBSPACE-BASED ALGORITHMS;

ALGORITHMS; DIRECTION OF ARRIVAL; SIGNAL PROCESSING; TREES (MATHEMATICS);

FREQUENCY ESTIMATION;

EID: 33947170339     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2006.882112     Document Type: Article

References (40)

1. M. A. Zatman and H. J. Strangeways, "An efficient joint direction of arrival and frequency ML estimator," in Proc. IEEE Antennas Propag. Symp., 1995, pp. 431-434.
2. F. Atheley, "Asymptotically decoupled angle-frequency estimation with sensor arrays," in Proc. IEEE Signals, Syst., Comput., 1999, pp. 1098-1102.
3. S. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory. Englewood Cliffs, NJ: Prentice-Hall, 1993.
4. B. H. Fleury, M. Tschudin, R. Heddergott, D. Dahinaus, and K. I. Pedersen, "Channel parameter estimation in mobile radio environments using the SAGE algorithm," IEEE J. Sel. Areas Commun., vol. 17, pp. 434-450, Mar. 1999.
5. R. O. Schmidt, "Multiple emitter location and signal parameter estimation," in Proc. RADC Spectral Estimation Workshop, Rome, NY, 1979, pp. 243-258.
6. S. Wang, J. Caffery, and X. Zhou, "Analysis of a joint space-time DOA/FOA estimator using MUSIC," in Proc. IEEE Int. Symp. Personal, Indoor Mobile Radio Commun., 2001, pp. B138-B142.
7. Y.-H. Chen and C.-H. Chen, "Direction-of-arrival and frequency estimations for narrowband sources using two single rotation invariance algorithms with the marked subspace," in Proc. Inst. Elect. Eng. Radar Signal Process., 1992, vol. 139, pp. 297-300.
8. R. Roy and T. Kailath, "ESPRIT - Estimation of signal parameters via rotational invariance techniques," IEEE Trans. Acoust., Speech, Signal Process., vol. 37, pp. 984-995, Jul. 1989.
9. L. Ge, T. Chen, and X. Huang, "Simultaneous frequency and direction estimation from parallel-array data," in Proc. Inst. Elect. Eng. Radar, Sonar Navig., 1995, vol. 142, pp. 6-10.
10. M. Haardt and J. A. Nossek, "3-D unitary ESPRIT for joint 2-D angle and carrier estimation," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 1997, pp. 255-258.
11. L. Wang and T.-Q. Chen, "Frequency and DOA estimation of LTF in fractional Fourier domain," in Proc. IEEE Int. Conf. Commun. Circuits, 2002, pp. 1029-1033.
12. A. N. Lemma, A.-J. van der Veen, and E. F. Deprettere, "Analysis of joint angle-frequency estimation using ESPRIT," IEEE Trans. Signal Process., vol. 51, pp. 1264-1283, May 2003.
13. Y.-Y. Wang, J.-T. Chen, and W.-H. Fang, "TST-MUSIC for joint DOA-delay estimation," IEEE Trans. Signal Process., vol. 46, pp. 721-729, Apr. 2001.
14. G. Su and M. Morf, "Modal decomposition signal subspace algorithms," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-34, pp. 585-602, Jun. 1986.
15. I. Ziskind and M. Wax, "Maximum likelihood localization of multiple sources by alternating projection," IEEE Trans. Acoust., Speech, Signal Process., vol. 36, pp. 1553-1560, Oct. 1988.
16. M. Wax and T. Kailath, "Detection of signals by information theoretic criteria," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-33, pp. 387-392, Apr. 1985.
17. R. A. Horn and C. R. Johnson, Matrix Analysis. Cambridge, U.K.: Cambridge Univ. Press, 1985.
18. J. C. Mosher and R. M. Leahy, "Recursive MUSIC: A framework for EEG and MEG source localization," IEEE Trans. Biomed. Eng., vol. 45, pp. 1342-1354, Nov. 1998.
19. H. Saarnisaari, "Robustness of the MUSIC to errors in estimation the dimensions of the subspace: Delay estimation in DS/SS in the presence of interference," in Proc. IEEE MILCOM, Nov. 1999, pp. 851-854.
20. J.-D. Lin, W.-H. Fang, and J.-T. Chen, "Constrained TST MUSIC for joint spatio-temporal channel parameter estimation in DS/CDMA," Wireless Commun. Mobile Comput., vol. 5, pp. 57-67, Jan. 2005.
21. Y. Bresler and A. Macovski, "On the number of signals resolvable by a uniform linear array," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-34, pp. 1361-1375, Dec. 1986.
22. Y.-Y. Wang, J.-T. Chen, and W.-H. Fang, "Joint estimation of the DOA and delay based on the TST-ESPRIT in a wireless channel," in Proc. IEEE Signal Process. Workshop Signal Process. Adv. Wireless Commun., Taiwan, 2001, pp. 302-305.
23. J.-D. Lin, W.-H. Fang, K.-H. Wu, and J.-T. Chen, "FSF subspace-based algorithm for joint DOA-FOA estimation," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 2004, pp. 157-160.
24. K. C. Sharman, T. S. Durrani, M. Wax, and T. Kailath, "Asymptotic performance of eigenstructure spectral analysis method," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., San Diego, CA, 1984, pp. 45.5.1-45.5.4.
25. M. Kaveh and A. J. Barabell, "The statistical performance of the MUSIC and the minimum-norm algorithms in resolving plane waves in noise," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-34, pp. 331-341, Apr. 1986.
26. B. Porat and B. Friedlander, "Analysis of the asymptotic relative efficiency of the MUSIC algorithm," IEEE Trans. Acoust., Speech, Signal Process., vol. 36, pp. 532-544, Apr. 1988.
27. P. Stoica and A. Nehorai, "MUSIC, maximum likelihood, and Cramer-Rao bound," IEEE Trans. Acoust., Speech, Signal Process., vol. 37, pp. 720-741, May 1989.
28. H. B. Lee and M. S. Wengrovitz, "Statistical characterization of the MUSIC null spectrum," IEEE Trans. Signal Process., vol. 39, pp. 1333-1347, Jun. 1991.
29. C. Zhou, F. Haber, and D. L. Jaggard, "A resolution measure for the MUSIC algorithm and its application to plane wave arrivals contaminated by coherent interference," IEEE Trans. Acoust., Speech, Signal Process., vol. 39, pp. 454-463, Feb. 1991.
30. Q. T. Zhang, "Probability of resolution of the MUSIC algorithm," IEEE Trans. Signal Process., vol. 43, pp. 978-987, Apr. 1995.
31. M. Zatman, "How narrow is narrowband?," in Proc. Inst. Elect. Eng. Radar, Sonar Navig., Apr. 1998, vol. 145, pp. 85-91.
32. A. V. Oppenheim and R. W. Schafer, Discrete-Time Signal Process, Englewood Cliffs, NJ: Prentice-Hall, 1989.
33. P. Stoica and A. Nehorai, "Performance study of conditional and unconditional direction-of-arrival estimation," IEEE Trans. Acoust., Speech, Signal Process., vol. 38, pp. 1783-1795, Oct. 1990.
34. G. G. Raleigh and T. Boros, "Joint space-time parameter estimation for wireless communication channels," IEEE Trans. Signal Process., vol. 46, pp. 1333-1343, May 1998.
35. B. Friedlander and A. J. Weiss, "Direction finding in the presence of mutual coupling," IEEE Trans. Antennas Propag., vol. 39, pp. 273-284, Mar. 1991.
36. Q. Bao, C. C. Ko, and W. Zhi, "DOA estimation under unknown mutual coupling and multipath," IEEE Trans. Aerosp. Electron. Syst., vol. 41, pp. 565-573, Apr. 2005.
37. S. M. Ross, Introduction to Probability and Statistics for Engineers and Scientists. New York: Wiley, 1987.
38. G. H. Golub and C. F. Van Loan, Matrix Computations, 2nd ed. Baltimore, MD: Johns Hopkins Univ. Press, 1989.
39. S. U. Pillai, Array Signal Processing. New York: Springer-Verlag, 1989.
40. H. L. Van Trees, Optimun Array Processing. New York: Wiley-Interscience, 2002.