Blind OFDM receiver based on independent component analysis for multiple-input multiple-output systems

IEEE Transactions on Wireless Communications

Volumn 6, Issue 11, 2007, Pages 4079-4089

  Sarperi, Luciano ^a,b   Zhu, Xu ^a,b   Nandi, Asoke K ^a,b  

^a IEEE   (United Kingdom)

^b UNIVERSITY OF LIVERPOOL   (United Kingdom)

Author keywords

Blind equalization; Independent component analysis; MIMO systems; OFDM

Indexed keywords

INDEPENDENT COMPONENT ANALYSIS (ICA); MULTIPLEINPUT MULTIPLE-OUTPUT (MIMO); SUBCARRIERS; SUBSPACE METHOD;

BLIND EQUALIZATION; CHANNEL STATE INFORMATION; COMPUTATIONAL COMPLEXITY; KNOWLEDGE BASED SYSTEMS; SIGNAL RECEIVERS; SPACE TIME ADAPTIVE PROCESSING; SPECTRUM ANALYSIS;

ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING;

EID: 36249001243     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2007.060191     Document Type: Article

References (35)

1. G. J. Foschini, "Layered space-time architecture for wireless communication, in a fading environment when, using multi-element antennas," Bell Labs Technical J., vol. 1, pp. 41-59, 1996.
2. G. J. Foschini and M. J. Gans, "On limits of wireless communications in a fading environment when using multiple antennas," Wireless Pers. Commun., vol. 6, no. 3, pp. 3.11-335, Mar. 1998.
3. Z. Wang and G. B. Giannakis, "Wireless multicarrier communications," IEEE Signal Processing Mag., vol. 17, no. 3, pp. 29-48, May 2000.
4. O. Edfors, M. Sandell, J. J. van de Beek, S. K. Wilson, and P. O. Bor-jesson, "OFDM channel estimation by singular value decomposition," IEEE Trans. Commun., vol. 46, no. 7, pp. 931-939, July 1998.
5. I. Barhumi, G. Leus, and M. Moonen, "Optimal training design for MIMO OFDM systems in mobile wireless channels," IEEE Trans. Signal Processing, vol. 51, no. 6, pp. 1615-1624, June 2003.
6. Z. J. Wang, H. Zhu, and K. J. R. Liu, "A MIMO-OFDM channel estimation approach, using time of arrivals," IEEE Trans. Wireless Commun., vol. 4, no. 3, pp. 1207-1213, May 2005.
7. L. Tong and S. Perreau, "Multichannel blind identification: From subspace to maximum likelihood methods," Proc. IEEE, vol. 86, no. 10, pp. .1951-1968, Oct. 1998.
8. C. Chong-Yung, C. Ching-Yung, C. Chil-Homg, and F. Chih-Chun, "Batch processing algorithms for blind equalization using higher-order statistics," IEEE Signal Processing Mag., vol. 20, no. 1, pp. 25-49, Jan. 2003.
9. W. Bai, C. He, L. Jiang, and H. Zhu, "Blind channel estimation in MIMO-OFDM systems," IEICE Trans. Commun., vol. E85-B, no. 9, pp. .1849-1853, Sep. 2002.
10. C. Shin and E. J. Powers, "Blind channel estimation for MIMO-OFDM systems using virtual carriers," in Proc IEEE Global Telecommun. Conf, Dec. 2004, vol. 4, pp. 2465-2469.
11. H. Bolcskei, R. W. Heath., and A. J. Paulraj, "Blind channel identification and equalization in OFDM-based multiantenna systems," IEEE Trans. Signal Processing, vol. 50, no. 1, pp. 96-109, Jan. 2002.
12. S. Yatawatta and A. P. Petropulu, "Blind channel estimation in MIMO OFDM systems," in Proc. 2003 IEEE Workshop Statistical Signal Processing, Oct. 2003, pp. 363-366.
13. J. Treichler and B. Agee, "A new approach to multipath correction of constant modulus signals," IEEE Trans. Acoust., Speech, Signal Processing, vol. 31, no. 2, pp. 459-472, Apr. .1983.
14. L. Castedo, C. J. Escudero, and A. Dapena, "A blind signal separation method for multiuser communications," IEEE Trans. Signal Processing, vol. 45, no. 5, pp. 1343-1348, May .1997.
15. 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, no. 7, pp. 2864-2876, Nov. 1998.
16. T. A. Abrudan, M. Sirbu, and V Koivunen, "Blind multi-user receiver for MIMO-OFDM systems," in Proc. 4th IEEE Workshop Signal Processing Advances Wireless Commun., June 2003, pp. 363-367.
17. D. Iglesia, A. Dapena, and C. J. Escudero, "Multiuser detection in MIMO OFDM systems using blind source separation," in Proc. 6th Baiona Workshop Signal Processing Commun., Sep. 2003, pp. 41-46.
18. C. S. Wong, D. Obradovic, and N. Madhu, "Independent component analysis (ICA) for blind equalization of frequency selective channels," in Proc. 13th IEEE Workshop Neural Networks Signal Processing, Sep. 2003, pp. 419-428.
19. G. Bin, L. Hai, and K. Yamashita, "Blind signal recovery in multiuser MIMO-OFDM system," in Proc 47th IEEE Midwest Symposium Circuits Syst., July 2004, vol. 2, pp. 637-640.
20. J. F. Cardoso, "Blind signal separation: Statistical principles," Proc. IEEE, vol. 86, no. 10, pp. 2009-2025, Oct. .1998.
21. A. Petropulu, R. Zhang, and R. Lin, "Blind OFDM channel estimation through simple linear precoding," IEEE Trans. Wireless Commun., vol. 3, no. 2, pp. 647-655, Mar. 2004.
22. J. F. Cardoso and A. Souloumiac, "Blind beamforming for non-Gaussian signals," IEE Proceedings-F, vol. 140, no. 6, pp. 362-370, Dec. 1993.
23. A. Hyvarinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Trans. Neural Networks, vol. 10, no. 3, pp. 626-634, May 1999.
24. S. Amari, A. Cichocki, and H. H. Yang, "A new learning algorithm for blind signal separation," Advances Neural Inform. Processing Syst., no. 8, pp. 757-763, 1996.
25. L. Altera, A. Ferreol, P. Chevalier, and P. Comon, "ICAR: A tool for blind source separation using fourth-order statistics only," IEEE Trans. Signal Processing, vol. 53, no. 10, pp. 3633-3643, Oct. 2005.
26. P. W. Wolniansky, G. J. Foschini, G. D. Golden, and R. A. Valenzuela, "V-BLAST: An architecture for realizing very high data rates over the rich-scattering wireless channel," in Proc. URSI International Symposium Signals, Syst., Electron., Sep. 1998, pp. 295-300.
27. X. Zhu and R. D. Murch, "Layered space-time equalization for wireless MIMO systems," IEEE Trans. Wireless Commun., vol. 2, no. 6, pp. .1189-1203, Nov. 2003.
28. _, "Layered space-frequency equalization in a single-carrier MIMO system for frequency-selective channels," IEEE Tns. Wireless Commun., vol. 3, no. 3, pp. 701-708, May 2004.
29. A. J. Paulraj, R. Nabar, and D. Gore, Introduction to Space-Time Wireless Communications. Cambridge, U.K.: Cambridge University Press, 2003.
30. S. Lasaulce, N. Sellami, Y. Yuan, and A. Saadani, "Performance study of least-squares channel estimation based on hard decisions," in Proc. IEEE Veh. Technol. Conf.-Spring, Apr. 2003, vol. 4, pp. 2570-2574.
31. O. Edfors, M. Sandell, J. van de Beek, S. K. Wilson, and P. O. Borjesson, "Analysis of DFT-based channel estimators for OFDM," Wireless Pers. Commun., vol. 12, no. 1, pp. 55-70, Jan. 2000.
32. P. Vandenameele, L. V. der Perre, B. Gyselinckx, M. Engels, M. Moonen, and H. D. Man, "A combined OFDM/SDMA approach?" IEEE J. Select. Areas Commun., vol. 18, no. 11, pp. 2312-2321, Nov. 2000.
33. C. D. Meyer, Matrix Analysis and Applied Linear Algebra. Philadelphia, PA: Society for Industrial and Applied Mathematics, 2000.
34. X. Cai and G. B. Giannakis, "Error probability minimizing pilots for OFDM with M-PSK modulation over Rayleigh-fading channels," IEEE Tmns. Veh. Technol, vol. 53, no. 1, pp. 146-155, Jan. 2004.
35. Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications. High-Speed Physical, Layer in the 5 GHz Band, IEEE Std. 802.11a, 1999.