Data record-based criteria for the selection of an auxiliary vector estimator of the MMSE/MVDR filter

IEEE Transactions on Communications

Volumn 51, Issue 10, 2003, Pages 1700-1708

  Qian, Haoli ^a   Batalama, Stella N ^a  

^a the State University of New York   (United States)

Author keywords

Adaptive filters; Antenna arrays; Code division multiple access (CDMA); Cross validation; Interference suppression; J divergence; Low sample support; Short data record estimation

Indexed keywords

ADAPTIVE FILTERING; ALGORITHMS; ANTENNA ARRAYS; BIT ERROR RATE; CODE DIVISION MULTIPLE ACCESS; ESTIMATION; INTERFERENCE SUPPRESSION; PHASE SHIFT KEYING; SIGNAL TO NOISE RATIO; STATISTICAL METHODS; THEOREM PROVING;

AUXILIARY VECTOR ESTIMATOR; BINARY PHASE SHIFT KEYING; J-DIVERGENCE; MINIMUM MEAN SQUARE ERROR; MINIMUM VARIANCE DISTORTIONLESS RESPONSE; SAMPLE MATRIX INVERSION ESTIMATOR;

SIGNAL PROCESSING;

EID: 0242270884     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCOMM.2003.818089     Document Type: Article

References (20)

1. S. N. Batalama, M. J. Medley, and D. A. Pados, "Robust adaptive recovery of spread-spectrum signals with short data records," IEEE Trans. Commun., vol. 48, pp. 1725-1731, Oct. 2000.
2. D. A. Pados and G. N. Karystinos, "An iterative algorithm for the computation of the MVDR filter," IEEE Trans. Signal Processing, vol. 49, pp. 290-300, Feb. 2001.
3. ____, "Short data-record estimators of the MVDR/MMSE filters," in Proc. Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP 2000), vol. 1, Istanbul, Turkey, June 2000, pp. 384-387.
4. D. A. Pados and S. N. Batalama, "Low-complexity blind detection of DS-CDMA signals: Auxiliary-vector receivers," IEEE Trans. Commun., vol. 45, pp. 1586-1594, Dec. 1997.
5. A. Kansal, S. N. Batalama, and D. A. Pados, "Adaptive maximum SINR RAKE filtering for DS-CDMA multipath fading channels," IEEE J. Select. Areas Commun., vol. 16, pp. 1765-1773, Dec. 1998.
6. D. A. Pados and S. N. Batalama, "Joint space-time auxiliary-vector filtering for DS-CDMA systems with antenna arrays," in Proc. 1998 Conf. Information Science and Systems, vol. II, Princeton, NJ, Mar. 1998, pp. 1007-1013.
7. ____, "Joint space-time auxiliary-vector filtering for DS-CDMA systems with antenna arrays," IEEE Trans. Commun., vol. 47, pp. 1406-1415, Sept. 1999.
8. D. A. Pados, T. Tsao, J. Michels, and M. Wicks, "Joint domain space-time adaptive processing with small training data sets," in Proc. IEEE Radar Conf., May 1998, pp. 99-104.
9. J. S. Goldstein, I. S. Reed, P. A. Zulch, and W. L. Melvin, "A multi-stage STAP CFAR detection technique," in Proc. IEEE Radar Conf., May 1998, pp. 111-116.
10. J. S. Goldstein, I. S. Reed, and L. L. Scharf, "A multistage representation of the Wiener filter based on orthogonal projections," IEEE Trans. Inform. Theory, vol. 44, pp. 2943-2959, Nov. 1998.
11. T. S. Rappaport, Wireless Communications: Principles and Practice, 2nd ed. Upper Saddle River, NJ: Prentice-Hall, 2002.
12. C. R. Rao, Handbook of Statistics 9. New York: Elsevier, 1993.
13. D. Kazakos and P. Papantoni-Kazakos, Detection and Estimation. New York: Computer Sci. Press, 1990.
14. H. V. Poor and S. Verdu, "Probability of error in MMSE multiuser detection," IEEE Trans. Inform. Theory, vol. 43, pp. 858-871, May 1997.
15. H. V. Poor, An Introduction to Signal Detection and Estimation. New York: Springer-Verlag, 1994.
16. M. L. Honig and W. Xiao, "Performance of reduced-rank linear interference suppression," IEEE Trans. Inform. Theory, vol. 47, pp. 1928-1946, July 2001.
17. D. Gesbert, J. Sorelius, P. Stoica, and A. Paulraj, "Blind multiuser MMSE detector for CDMA signals in ISI channels," IEEE Commun. Lett., vol. 3, pp. 233-235, Aug. 1999.
18. M. H. DeGroot, Probability and Statistics. Reading, MA: Addison-Wesley, 1984.
19. M. C. Jones, "Expressions for inverse moments of positive quadratic forms in normal variables," Austral. J. Statist., vol. 28, pp. 242-250, Feb. 1986.
20. M. Abramowitz and I. A. Stegun, Handbook of Mathematical Functions. New York: Dover, 1965.