A QRD-M/Kalman filter-based detection and channel estimation algorithm for MIMO-OFDM systems

IEEE Transactions on Wireless Communications

Volumn 4, Issue 2, 2005, Pages 710-721

  Kim, Kyeong Jin ^a   Yue, Jiang ^b   Iltis, Ronald A ^c   Gibson, Jerry D ^c  

^a NOKIA RESEARCH CENTER   (United States)

^b Southern Methodist University   (United States)

^c University of California   (United States)

Author keywords

Frequency division multiplexing (FDM); Kalman filtering (KF); Maximum likelihood (ML); Sequential detection

Indexed keywords

ALGORITHMS; ANTENNAS; COMMUNICATION CHANNELS (INFORMATION THEORY); ERRORS; FREQUENCY DIVISION MULTIPLEXING; KALMAN FILTERING; MAXIMUM LIKELIHOOD ESTIMATION; QUADRATURE PHASE SHIFT KEYING; SIGNAL DETECTION; THROUGHPUT;

CHANNEL ESTIMATION; MAXIMUM LIKELIHOOD (ML); MULTIPLE-INPUT MULTIPLE-OUTPUT (MIMO) SYSTEMS; SEQUENTIAL DETECTION;

ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING;

EID: 17144365390     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2004.842951     Document Type: Article

References (24)

1. V. Tarokh, N. Seshadri, and A. Calderbank, "Space-time codes for high data rate wireless communications: Performance criterion and code construction," IEEE Trans. Inform. Theory, no. 1, pp. 744-765, Mar. 1998.
2. G. Raleigh and V. Jones, "Multivariate modulation and coding for wireless communications," IEEE J. Select. Areas Commun., vol. 17, no. 5, pp. 851-866, May 1999.
3. G. D. Golden, C. J. Foschini, and P. W. Wolniansky, "Detection algorithm and initial laboratory results using V-BLAST space-time communication architecture," Electron. Lett., vol. 35, pp. 14-16, Jan. 1999.
4. 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. 1998 URSI Int. Symp. Signal, Systems, and Electronics, 1998, pp. 295-300.
5. Y. Li, J. H. Winters, and N. R. Sollenberger, "MIMO-OFDM for wireless communications: Signal detection with enhanced channel estimation," IEEE Trans. Commun., vol. 50, no. 9, pp. 1471-1477, Sept. 2002.
6. L. Cimini, "Analysis and simulation of a digital mobile channel using orthogonal frequency division multiplexing," IEEE Trans. Commun., vol. COM-33, no. 7, pp. 665-675, Jul. 1985.
7. I. Kalet, "The multitone channel," IEEE Trans. Commun., vol. 37, no. 1, pp. 119-124, Jan. 1989.
8. R. J. Castle, A. E. Jones, and T. A. Wilkinson, "An experiment study of OFDM a 525 GHz in an office environment," IEEE J. Select. Areas Commun., vol. 19, no. 11, pp. 2279-2289, Nov. 2001.
9. S. Baro, G. Bauch, A. Pavlic, and A. Semmler, "Improving BLAST performance using space-time block codes and turbo decoding," in Proc. 2000 IEEE Global Telecommunications Conf., 2000, pp. 1067-1071.
10. M. O. Damen, K. Abed-Meraim, and S. Burykh, "Iterative QR detection for BLAST," Wireless Personal Commun., vol. 19, pp. 179-191, 2001.
11. Y. Cho and J. Lee, "Analysis of an adaptive SIC for near-far resistant DS-CDMA," IEEE Trans. Commun., vol. 46, no. 11, pp. 1429-1431, Nov. 1998.
12. K. Lai and J. J. Shynk, "Steady-state analysis of the adaptive successive inteference canceler for DS/CDMA signals," IEEE Trans. Signal Process., vol. 49, no. 10, pp. 2345-2362, Oct. 2001.
13. K. J. Kim and R. A. Iltis, "Joint detection and channel estimation algorithms for QS-CDMA signals over time-varying channels," IEEE Trans. Commun., vol. 50, no. 5, pp. 845-855, May 2002.
14. G. H. Golub and C. F. V. Loan, Matrix Computations. Baltimore, MD: The Johns Hopkins Univ. Press, 1996.
15. L. Wei, L. Rasmussen, and R. Wyrwas, "Near optimum tree-search detection schemes for bit-synchronous multiuser CDMA systems over Gaussian and two-path Rayleigh-fading channels," IEEE Trans. Commun., vol. 45, no. 6, pp. 691-700, Jun. 1997.
16. Z. Xie, C. K. Rushforth, R. T. Short, and T. K. Moon, "Joint signal detection and parameter estimation in multiuser communications," IEEE Trans. Commun., vol. 41, no. 8, pp. 1208-1216, Aug. 1993.
17. T. M. Aulin, "Breadth-first maximum likelihood sequence detection: Basics," IEEE Trans. Commun., vol. 47, no. 2, pp. 208-216, Feb. 1999.
18. C. Komninakis, C. Fragouli, A. H. Sayed, and R. D. Wesel, "Multi-input multi-output fading channel tracking and equalization using Kalman estimation," IEEE Trans. Signal Process., vol. 50, no. 5, pp. 1065-1076, May 2002.
19. B. W. Silverman, Density Estimation for Statistics and Data Analysis. London, U.K.: Chapman and Hall, 1986.
20. J. G. Proakis, Digital Communications. New York: McGraw-Hill, 1989.
21. J. Fuchs, "Multipath time-delay detection and estimation," IEEE Trans. Signal Process., vol. 47, pp. 237-243, Jan. 1999.
22. B. Yang, Z. Cao, and K. B. Letaief, "Analysis of low-complexity windowed DFT-based MMSE channel estimator for OFDM systems," IEEE Trans. Commun., vol. 49, pp. 1977-1987, Nov. 2001.
23. T. Tung, "Adaptive space time signal processing for wireless communication and sensor systems," Ph.D. dissertation, Electrical Engineering Dept., Univ. California, Los Angeles, 2001.
24. S. P. Lloyd, "Least squares quantization in PCM," IEEE Trans. Inform. Theory, vol. IT-28, no. 3, pp. 129-137, Mar. 1982.