Linear prediction approach for joint blind equalization and blind multiuser detection in CDMA systems

IEEE Transactions on Signal Processing

Volumn 48, Issue 11, 2000, Pages 3134-3145

  Howard Fan, H ^a   Li, Xiaohua ^a  

^a UNIVERSITY OF CINCINNATI   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; EIGENVALUES AND EIGENFUNCTIONS; INTERSYMBOL INTERFERENCE; MULTIPATH PROPAGATION; SIGNAL FILTERING AND PREDICTION; SIGNAL TO NOISE RATIO;

BLIND MULTIUSER DETECTION; CHIP TIMING; EIGENVALUE DECOMPOSITION; JOINT BLIND EQUALIZATION; PROPAGATION DELAY; SINGULAR VALUE DECOMPOSITION;

CODE DIVISION MULTIPLE ACCESS;

EID: 0034321302     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.875470     Document Type: Article

References (25)

1. M. Honig, U. Madhow, and S. Verdü, "Blind multiuser detection,"IEEE Trans. Inform. Theory, vol. 41, pp. 944-960, July 1995.
2. X. Wang and H. V. Poor, "Blind multiuser detection: A subspace approach,"IEEE Trans. Inform. Theory, vol. 44, pp. 677-690, Mar. 1998.
3. S. E. Bensley and B. Aazhang, "Subspace-based channel estimation for code division multiple access communication systems,"IEEE Trans. Commun., vol. 44, pp. 1009-1020, Aug. 1996.
4. H. Liu and G. Xu, "A subspace method for signature waveform estimation in synchronous CDMA systems,"IEEE Trans. Commun., vol. 44, pp. 1346-1354, Oct. 1996.
5. M. Torlak and G. Xu, "Blind multiuser channel estimation in asynchronous CDMA systems,"IEEE Trans. Signal Processing, vol. 45, pp. 137-147, Jan. 1997.
6. X. Wang and H. V. Poor, "Blind equalization and multiuser detection in dispersive CDMA channels,"IEEE Trans. Commun., vol. 46, pp. 91-103, Jan. 1998.
7. D. Gesbert, J. Sorelius, and A. Paulraj, "Blind multi-user MMSE detection of CDMA signals,"in Proc. ICASSP, vol. 6, May 1998, pp. 3161-3164.
8. M. K. Tsatsanis, "Inverse filtering criteria for CDMA systems,"IEEE Trans. Signal Processing, vol. 45, pp. 102-112, Jan. 1997.
9. M. K. Tsatsanis and Z. Xu, "Performance analysis of minimum vari-ance CDMA receivers,"IEEE Trans. Signal Processing, vol. 46, pp. 3014-3022, Nov. 1998.
10. [ 10] "On the minimum output energy CDMA receivers in the presence of multipath,"in Proc. 31st Conf. Inform. Sei. Syst. (CISS). Baltimore, MD, Mar. 19-21, 1997, pp. 724-729.
11. D. Slock, "Blind fractionally-spaced equalization, perfect reconstruction filter-banks, and multilinear prediction,"in Proc. ICASSP, Adelaide, Australia, Apr. 1994.
12. D. Slock and C. Papadias, "Further results on blind identification and equalization of multiple FIR channels,"in Proc. ICASSP, MI, Apr. 1995.
13. K. Abed-Meraim, E. Moulines, and P. Loubaton, "Prediction-error method for second-order blind identification,"IEEE Trans. Signal Processing, vol. 45, pp. 694-705, Mar. 1997.
14. D. Gesbert and P. Duhamel, "Robust blind identification and equalization based on multi-step predictors,"in Proc. ICASSP, vol. 5, Munich, Germany, Apr. 1997, pp. 2621-2624.
15. D. G. Gesbert, P. Duhamel, and S. Mayrargue, "A bias removal technique for the prediction-based blind adaptive multichannel deconvolution,"in Proc. 29th Asilomar Conf. Signals, Syst., Comput., 1995, pp. 275-279.
16. A. Gorokhov, P. Loubaton, and E. Moulines, "Second order blind equalization in multiple input multiple output FIR systems: A weighted least square approach,"in Proc. Int.. Conf. Acoust., Speech, Signal Process., vol. 5, Atlanta, GA, 1996, pp. 2417-2420.
17. R. T. Causey and J. R. Barry, "Blind multiuser detection using linear prediction,"IEEE J. Select. Areas Commun., vol. 16, pp. 1702-1710, Dec. 1998.
18. J. K. Tugnait, "Blind spatio-temporal equalization and impulse response estimation for MIMO channels using a Godard cost function,"IEEE Trans. Signal Processing, vol. 45, pp. 268-271, Jan. 1997.
19. Y. Li and K. J. R. Liu, "Adaptive blind source separation and equalization for multiple-input/multiple-output systems,"IEEE Trans. Inform. Theory, vol. 44, pp. 2864-2876, Nov. 1998.
20. Q. Zhao and L. Tong, "Adaptive blind channel estimation by least squares smoothing for CDMA,"in Proc. SPIE Conf. Advanced Signal Process. Algorithms, Archil.,Implement., July 1998.
21. "Blind channel estimation by least squares smoothing,"in Proc. Int. Conf. Accoust., Speech, Signal Process., vol. IV, Seattle, WA, May 1998, pp. 2121-2124.
22. H. Fan and X. Li, "Using linear prediction in joint blind multiuser detection and blind channel equalization for CDMA systems,"in Proc. 36th Allerton Conf. Commun., Contr, Comput., Sep. 1998.
23. "An adaptive linear prediction algorithm for joint blind equalization and blind multiuser detection in CDMA,"in Proc. 33rd Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Oct. 1999.
24. R. R. Bitmead, S. Y. Kung, B. D. O. Anderson, and T. Kailath, "Greatest common divisors via generalized Sylvester and Bezout matrices,"IEEE Trans. Automat. Contr., vol. AC-23, pp. 1043-1047, Dec. 1978.
25. T. Kailath, Linear Systems. Englewood Cliffs, NJ: Prentice-Hall, 1980.