Joint MIMO channel tracking and symbol decoding using Kalman filtering

IEEE Transactions on Signal Processing

Volumn 55, Issue 12, 2007, Pages 5873-5878

  Balakumar, B ^a   Shahbazpanahi, Shahram ^b   Kirubarajan, T ^a  

^a MCMASTER UNIVERSITY   (Canada)

^b UNIVERSITY OF ONTARIO INSTITUTE OF TECHNOLOGY   (Canada)

Author keywords

Channel tracking; Decision directed channel equalization; Kalman filters; MIMO systems; Multiple input multiple output (MIMO) communications; Space time codes; Space time coding; Tracking

Indexed keywords

ALGORITHMS; BLOCK CODES; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; DECODING; ITERATIVE METHODS; KALMAN FILTERS; SIGNAL FILTERING AND PREDICTION;

CHANNEL TRACKING; DECISION-DIRECTED CHANNEL EQUALIZATION; MULTIPLE-INPUT MULTIPLE-OUTPUT (MIMO) COMMUNICATION SYSTEMS; SPACE-TIME BLOCK CODES; SPACE-TIME CODING; SYMBOL DECODING;

DATA COMMUNICATION SYSTEMS;

EID: 36749002690     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2007.901663     Document Type: Article

References (17)

1. S. M. Alamouti, "A simple transmit diversity technique for wireless communications," IEEE J. Sel. Areas Commun., vol. 16, no. 10, pp. 1451-1458, Oct. 1998.
2. V. Tarokh, H. Jafarkhani, and A. R. Calderbank, "Space-time block codes from orthogonal designs," IEEE Trans. Inf. Theory, vol. 45, no. 7, pp. 1456-1467, Jul. 1999.
3. S. Shabhazpanahi, A. B. Gershman, and J. H. Manton, "Closed-form blind MIMO channel estimation for orthogonal space-time block codes," IEEE Trans. Signal Process., vol. 53, no. 12, pp. 4506-4517, Dec. 2005.
4. Z. Liu, X. Ma, and G. B. Giannakis, "Space-time coding and Kalman filtering for time-selective fading channels," IEEE Trans. Commun. vol. 50, no. 2, pp. 183-186, Feb. 2002.
5. D. Schafhuber, G. Matz, and F. Hlawatsch, "Kalman tracking of time-varying channels in wireless MIMO-OFDM systems," in Proc. 37th Asilomar Conf. Signals, Syst. Comput., Nov. 2003, pp. 1261-1265.
6. 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.
7. J. Coon, S. Armour, M. Beach, and J. McGeehan, "Adaptive frequency-domain equalization for single-carrier multiple-input multiple-output wireless transmissions," IEEE Trans. Signal Process. vol. 53, no. 8, pp. 3247-3256, Aug. 2005.
8. S. Haykin, K. Huber, and Z. Chen, "Bayesian sequential state estimation for MIMO wireless communications," Proc. IEEE, vol. 92, no. 3, pp. 439-454, Mar. 2004.
9. T. Y. Al-Naffouri, O. Awoniyi, O. Oteri, and A. Paulraj, "Receiver design for MIMO-OFDM transmission over time variant channels," in Proc. IEEE Global Telecomm. Conf. (GLOBECOM), Dallas, TX, Nov. 29, 2004, vol. 4, pp. 2487-2492.
10. Y. Jia, C. Andrieu, R. J. Piechocki, and M. Sandell, "PDA multiple model approach for joint channel tracking and symbol detection in MIMO systems," Proc. IEE Commun., vol. 153, no. 4, pp. 501-507, Aug. 2006.
11. M. Gharavi-Alkhansari and A. B. Gershman, "Constellation space invariance of space-time block codes," IEEE Trans. Inf. Theory, vol. 51, no. 1, pp. 331-334, Jan. 2005.
12. E. G. Larsson and P. Stoica, Space Time Block Coding for Wireless Communications. Cambridge, U.K.: Cambridge Univ. Press, 2003.
13. G. Ganesan and P. Stoica, "Space-time block codes: A maximum SNR approach," IEEE Trans. Inf. Theory, vol. 47, no. 5, pp. 1650-1656, May 2001.
14. Y. Bar-Shalom, X. R. Li, and T. Kirubarajan, Estimation, Tracking and Navigation: Principles, Techniques and Software. New York: Wiley, 2001.
15. M. K. Tsatsanis, G. B. Giannakis, and G. Zhou, "Estimation and equalization of fading channels with random coefficients," Signal Process., vol. 53, no. 2/3, pp. 211-229, 1996.
16. H. Wang and P. Chang, "On verifying the first-order markovian assumption for a Rayleigh fading channel model," IEEE Trans. Vehic. Technol., vol. 45, no. 5, pp. 353-357, May 1996.
17. W. C. Jakes, Microwave Mobile Communication. New York: Wiley, 1974.