Blind-channel estimation for MIMO systems with structured transmit delay scheme

IEEE Transactions on Circuits and Systems I: Regular Papers

Volumn 55, Issue 8, 2008, Pages 2344-2355

  Ling, Qi ^a   Li, Tongtong ^a  

^a Michigan State University   (United States)

Author keywords

Blind channel estimation; Multiple input multiple output (MIMO); Structured transmit delay (STD)

Indexed keywords

ANTENNAS; BLIND EQUALIZATION; CHANNEL CODING; DATA STREAMS; FEEDBACK CONTROL; MIMO SYSTEMS; TELECOMMUNICATION REPEATERS; TRANSMITTERS;

ANTENNA TRANSMITS; BLIND CHANNEL ESTIMATION; CHANNEL ZERO LOCATION; SECOND ORDER STATISTICS; SIMULATION EXAMPLE; STRUCTURED TRANSMIT DELAY (STD); TRANSMIT DIVERSITY; TRANSMITTER DESIGN;

CHANNEL ESTIMATION;

EID: 54749144034     PISSN: 10577122     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSI.2008.918129     Document Type: Article

References (35)

1. Z. Ding and Y. Li, Blind Channel Equalization and Identification, ser. Signal Processing and Communications Series. New York: Mercel Dekker, 2001.
2. D. Brillinger, "The identification of polynomial systems by means of higher order spectra," J. Sound Vibr., vol. 20, pp. 301-313, Jul. 1970.
3. G. B. Giannakis and J. M. Mendel, "Identification of nonminimum phase systems using higher order statistics," IEEE Trans. Acoust., Speech, Signal Process., vol. 37, pt. 3, pp. 360-377, Mar. 1989.
4. D. Hatzinakos and C. L. Nikias, "Estimation of multipath channel response in frequency selective channels," IEEE J. Sel. Areas Commun., vol. 7, pp. 12-19, Jan. 1989.
5. B. Friedlander and B. Porat, "Asymptotically optimal estimation of MA and ARMA parameters of nongaussian processes from higher order moments," IEEE Trans. Autom. Control, vol. 35, no. 1, pp. 27-35, Jan. 1990.
6. B. Porat and B. Friedlander, "Blind equalization of digital communication channels using high-order moments," IEEE Trans. Signal Process., vol. 39, no. 2, pp. 522-526, Feb. 1991.
7. L. Tong, G. Xu, and T. Kailath, "Blind identification and equalization based on second-order statistics: A time domain approach," IEEE Trans. Inf. Theory, vol. 40, no. 3, pp. 340-349, Mar. 1994.
8. E. Moulines, P. Duhamel, J.-F. Cardoso, and S. Mayrargue, "Subspace methods for the blind identification of multichannel FIR filters," IEEE Trans. Signal Process., vol. 43, no. 2, pp. 516-525, Feb. 1995.
9. G. B. Giannakis and S. D. Halford, "Performance analysis of blind equalizers based on cyclostationary statistics," in Proc. 28th Conf. Inform. Sci. Syst., Princeton, NJ, Mar. 1994, pp. 873-876.
10. D. T. M. Slock, "Blind fractionally-spaced equalization, perfect reconstruction filter banks and multichannel linear prediction," in Proc. Int. Conf. Acoust., Speech, Signal Processing, Adelaide, Australia, Apr. 1994, vol. 4, pp. 585-588.
11. L. Tong and H. Zeng, "Blind-channel identification using cyclic spectra," in Proc. 28th Conf. Inform. Sci. Syst., Princeton, NJ, Mar. 1994, pp. 711-716.
12. V. U. Reddy, C. B. Papadias, and A. J. Paulraj, "Blind identifiability of certain classes of multipath channels from second-order statistics using antenna arrays," IEEE Signal Process. Lett., vol. 4, no. 5, pp. 138-141, May 1997.
13. L. Tong, G. Xu, and T. Kailath, "A new approach to blind identification and equalization of multipath channels," in Proc. 25th Asilomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 1991, vol. 2, pp. 856-860.
14. H. Liu, G. Xu, and L. Tong, "A deterministic approach to blind identification of multichannel FIR systems," in Proc. Int. Conf. Acoust., Speech, Signal Processing, Apr. 1994, vol. 4, pp. 581-584.
15. K. Abed-Meraim and Y. Hua, "Blind identification of multi-input multi-output system using minimum noise subspace," IEEE Trans. Signal Process., vol. 45, no. 1, pp. 254-258, Jan. 1997.
16. K. Abed-Meraim, E. Moulines, and P. Loubaton, "Prediction error method for second-order blind identification," IEEE Trans. Signal Process. vol. 45, no. 3, pp. 694-705, Mar. 1997.
17. Z. Ding, "Matrix outer product decomposition method for blind multiple channel identification," IEEE Trans. Signal Process., vol. 45, no. 12, pp. 3053-3061, Dec. 1997.
18. J. K. Tugnait and B. Huang, "Multistep linear predictors-based blind identification and equalization of multiple-input multiple-output channels," IEEE Trans. Signal Process., vol. 48, no. 1, pp. 26-38, Jan. 2000.
19. L. Tong, G. Xu, B. Hassibi, and T. Kailath, "Blind-channel identification based on second-order statistics: A frequency-domain approach," IEEE Trans. Inf. Theory, vol. 41, no. 1, pp. 329-334, Jan. 1995.
20. A. Gorokhov and P. Loubaton, "Subspace-based techniques for blind separation of convolutive mixtures with temporally correlated sources," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 44, no. 9, pp. 813-820, Sep. 1997.
21. D. Gesbert and P. Duhame, "Robust blind-channel identification and equalization based on multi-step predictors," in Proc. Inf. Conf. Acoust., Speech, Signal Processing, Atlanta, GA, Apr. 1997, vol. 5, pp. 3621-3624.
22. S. An, Y. Hua, and J. H. Manton, "Blind identification of FIR MIMO channels by group decorrelation," in Proc. Int. Conf. Acoust., Speech, Signal Processing, Hong Kong, Apr. 2003, vol. 5, pp. 113-116.
23. Z. Ding and L. Qiu, "Blind MIMO channel identification from second-order statistics using rank deficient channel convolution matrix," IEEE Trans. Signal Process., vol. 51, no. 2, pp. 535-544, Feb. 2003.
24. W. A. Gardner, "A new method of channel identification," IEEE Trans. Commun., vol. 39, no. 6, pp. 813-817, Jun. 1991.
25. M. K. Tsatsanis and G. B. Giannakis, "Transmitter induced cyclostationarity for blind-channel equalization," IEEE Trans. Signal Process., vol. 45, no. 7, pp. 1785-1794, Jul. 1997.
26. E. Serpedin and G. B. Giannakis, "Blind-channel identification and equalization with modulation-induced cyclostationarity," IEEE Trans. Signal Process., vol. 46, no. 7, pp. 1930-1944, Jul. 1998.
27. B. Muquet, M. de Courville, P. Duhamel, and V. Buzenac, "A subspace based blind and semi-blind-channel identification method for OFDM systems," in Proc. 2nd IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications, Annapolis, MA, May 1999, pp. 170-173.
28. X. Zhuang, Z. Ding, and A. L. Swindlehurtst, "A statistical subspace method for blind-channel identification in OFDM communications," in Proc. Int. Conf. Acoust., Speech, Signal Process., Istanbul, Turkey, Jun 2000, vol. 5, pp. 2493-2496.
29. B. Muquet and M. de Courville, "Blind and semi-blind-channel identification methods using second-order statistics for OFDM systems," in Proc. Int. Conf. Acoust., Speech, Signal Process., Phoenix, AZ, Mar. 1999, vol. 5, pp. 2745-2748.
30. S. Zhou, B. Muquet, and G. B. Giannakis, "Subspace-based (semi-) blind-channel estimation for block precoded space-time OFDM," IEEE Trans. Signal Process., vol. 50, no. 5, pp. 1215-1228, May 2002.
31. T. Li, Q. Ling, and Z. Ding, "Transmit delay structure design for blind-channel estimation over multipath channels," EURASIP J. Wireless Commun. Netw., vol. 2007, 2007, 12 pages.
32. J. Choi, "Equalization and semi-blind-channel estimation for space-time block coded signals over a frequency-selective fading channel," IEEE Trans. Signal Process., vol. 52, no. 3, pp. 774-785, Mar. 2004.
33. D. Gore, S. Sandhu, and A. Paulraj, "Delay diversity codes for frequency selective channels," in Proc. IEEE Int. Conf. Commun., New York, 28 April-2 May 2002, vol. 3, pp. 1949-1953.
34. C. Berrou and A. Glavieux, "Near optimum error correcting coding and decoding: Turbo-codes," IEEE Trans. Commun., vol. 44, no. 10, pp. 1261-1271, Oct. 1996.
35. L. Bahl, J. Cocke, F. Jelinek, and J. Raviv, "Optimal decoding of linear codes for minimizing symbol error rate," IEEE Trans. Inf. Theory, vol. 20, no. 3, pp. 284-287, Mar. 1974.