A Perfonnance Analysis of Subspace-Based Methods in the Presence of Model Errors, Part I: The MUSIC Algorithm

IEEE Transactions on Signal Processing

Volumn 40, Issue 7, 1992, Pages 1758-1774

  Swindlehurst, A Lee ^a   Kailath, Thomas ^b  

^a BRIGHAM YOUNG UNIVERSITY   (United States)

^b STANFORD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION THEORY; MATHEMATICAL TECHNIQUES; STATISTICAL METHODS;

DIRECTION-OF-ARRIVAL ESTIMATION; MUSIC ALGORITHMS; SUBSPACE-BASED ALGORITHMS;

COMPUTER PROGRAMMING;

EID: 0026899902     PISSN: 1053587X     EISSN: 19410476     Source Type: Journal    
DOI: 10.1109/78.143447     Document Type: Article

References (18)

1. R. Schmidt, “A signal subspace approach to multiple emitter location and spectral estimation,” Ph. D. dissertation, Stanford Univ., 1981.
2. G. Bienvenu and L. Kopp, “Principle de la Goniometrie Passive Adaptive.” in Proc. 7'eme Colloque GRESIT (Nice. France). 1979, pp. 106/1-106110.
3. A. J. Barabcll, J. Capon, D. F. Delong, J. R. Johnson. and K. Senne, “Performance comparison of superresolution array processing algorithms,” Tech. Rep. TST-72, Lincoln Laboratory, M.I.T., 1984.
4. R. H. Roy. “ESPRIT-Estimation of signal parameters via rotational invariance techniques,” Ph.D. dissertation, Stanford Univ., 1987.
5. D. J. Jeffries and D. R. Farrier, “Asymptotic results for eigenvector methods,” Proc. Inst. Elec. Eng., vol. 132, pt. F, no. 7, pp. 589594, Dec. 1985.
6. M. Kaveh and A. Barabell, “The statistical performance of the MUSIC and the minimum-norm algorithms in resolving plane waves in noise,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 34, no. 2, pp. 331–341. Apr. 1986.
7. B. Porat and B. Friedlander, “Analysis of the asymptotic relative efficiency of the MUSIC algorithm,” IEEE Trans. Acoust Speech, Signal Processing, vol. 36. no. 4, pp. 532–544, Apr. 1988.
8. P. Stoica and A. Nehorai, “MUSIC, maximum likelihood, and Cramer-Rao bound,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, no. 5, pp. 720–741, May 1989.
9. B. D. Rao and K. V. S. Hari, “Performance analysis of Root-MUSIC,” IEEE Trans. Acoust., Speech, Signal Processing. vol. 37, no. 12, pp. 1939–1949, Dec. 1989.
10. A. Paulraj and T. Kailath, “Direction-of-arrival estimation by eigenstiucture methods with unknown sensor gain and phase,” in Proc. IEEE ICASSP (Tampa, FL). Mar. 1985, pp. 17.7.1-17.7.4.
11. A. Paulraj and T. Kailath, “Eigenstructure methods fordirection-of-arrival estimation in the presence of unknown noise fields,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 34, no. 1, pp. 1320. Feb. 1986.
12. A. Paulraj, Y. U. Reddy, T. J. Shan, and T. Kailath, “A subspace approach to determine sensor gain and phase with applications to array processing,” in Proc. 30th SPIE Int. Tech. Symp., Advanced Algorithms and Architectures for Signal Processing (San Diego, CA), Aug. 1986.
13. B. Friedlander and A. J. Weiss, “Eigenstructure methods for direction finding with sensor gain and phase uncertainties.” in Proc. ICASSP ‘88, 1988, pp. 2681-2684.
14. A. J. Weiss. A. S. Willsky, and B. C. Levy, “Eigenstructure approach for array processing with unknown intensity coefficients,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 36, no. 10, pp. 1613–1617, Oct 1988.
15. A. J. Weiss and B. Friedlander. “Direction finding in the presence of mutual coupling,” in Proc. 22nd Asifomar Conf. Signals, Syst., Compute 1988, pp. 598-602.
16. K. M. Wong, R. S. Walker. and G. Niezgoda. “Effects of random sensor motion on bearing estimation by the MUSIC algorithm,” Proc. Inst. Elee. Eng. vol. 135. pt. F, no. 3, pp. 233–250, June 1988.
17. A. Swindlehurst, B. Ottersten, and T. Kailath, “An analysis of MUSIC and Root-MUSIC in the presence of sensor perturbations,” in Proc. 23rd Asilomar Conf. Signals, Syst., Comput. (Asilomar, CA), Nov. 1989. pp. 930-934.
18. F. Li and R. Vaccaro. “Statistical comparison of subspace based DOA estimation algorithms in the presence of sensor errors,” in Proc. 5th ASSP Spectral Estimation Workshop (Rochester, NY), Oct. 1990, pp. 327-331.