Iterative soft-kalman filter-based data detection and channel estimation for turbo coded MIMO-OFDM systems

International Journal of Wireless Information Networks

Volumn 14, Issue 3, 2007, Pages 175-189

  Kim, Kyeong Jin ^a   Iltis, Ronald A ^b  

^a NOKIA RESEARCH CENTER   (United States)

^b University of California   (United States)

Author keywords

Kalman filtering; MIMO; OFDM; Turbo Codes

Indexed keywords

DATA DETECTION; MIMO CHANNELS; MOBILE ENVIRONMENT; QRD;

BIT ERROR RATE; CHANNEL ESTIMATION; COMPUTATIONAL EFFICIENCY; ITERATIVE DECODING; KALMAN FILTERS; TURBO CODES; WIRELESS NETWORKS;

ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING;

EID: 34547803691     PISSN: 10689605     EISSN: 15728129     Source Type: Journal    
DOI: 10.1007/s10776-007-0059-0     Document Type: Article

References (30)

1. Cavers J. K. (1991) An analysis of pilot symbol assisted modulation for Rayleigh fading channels. IEEE Transactions on Vehicular Technology 40:686-693
2. Cavers J. K. (1995) Pilot symbol assisted modulation and differential detection in fading and delay spread. IEEE Transactions on Communications 43:2206-2212
3. Meyr H., Moeneclaey M., Fechtel S. A. (1998) Digital Communication Receivers: Synchronization, Channel Estimation and Signal Processing. John Wiley and Sons, New York, NY
4. Li G. (2000) Pilot-symbol-aided channel estimation for OFDM in wireless systems. IEEE Transactions on Vehicular Technology 49:1207-1215
5. Tsatsanis J. K. (2000) Pilot symbol assisted modulation in frequency selective fading wireless channels. IEEE Transactions on Signal Processing 48:2353-2365
6. J. Yue, K. J. Kim, T. Reid, and J. D. Gibson, Joint semi-blind channel estimation and data detection for MIMO-OFDM systems, Proceedings of the 6th CAS Symposium on Emerging Technologies: Mobile and Wireless Communication, Shanghai, China, pp. 709-712, June, 2004
7. Minn H., Al-Dhahir N. (2006) Optimal training signals for MIMO OFDM channel estimation. IEEE Transactions on Wireless Communication 5:1158-1168
8. G. Auer, Pilot-symbol aided channel estimation by Wiener filtering for OFDM systems with multiple transmit antennas, Proceedings of the Fifth IEE International Conference on 3G Mobile Communication Technologies, pp. 6-10, 2004.
9. Tuchler M., Singer A. C., Koetter R. (2002) Minimum mean squared error equalization using a priori information. IEEE Transactions on Signal Processing 50:673-683
10. K. J. Kim, T. Reid, and R. A. Iltis, Soft iterative data detection for Turbo Coded MIMO-OFDM systems, IEEE Transactions on Communication, 2004 (submitted)
11. H. Kawai, K. Higuchi, N. Maeda, and M. Sawahashi, Independent adaptive control of surviving symbol replica candidates at each stage based on minimum branch metric in QRM-MLD for OFCDM MIMO multiplexing [mobile radio], Proceedings of the VTC2004-Fall, pp. 1558-1564, September, 2004
12. K. J. Kim, T. Reid, and R. A. Iltis, Soft data detection algorithm for an iterative Turbo coded MIMO OFDM systems, Proceedings of the Asilomar Conference on Signals Systems and Computers, Pacific Grove, CA, pp. 1193-1197, November, 2004
13. Kschischang F. R., Frey B. J., Loeliger H. A. (2001) Factor graphs and the sum-product algorithm. IEEE Transactions on Information Theory 47:498-519
14. Aji S. M., McEliece R. J. (2000) The generalized distributed law. IEEE Transactions on Information Theory 46:325-343
15. Rasmussen L. K., Grant A. J., Alexander P. D. (2004) An extrinsic Kalman filter for iterative multiuser decoding. IEEE Transactions on Information Theory 50:642-648
16. K. J. Kim, T. Reid, and R. A. Iltis, Data detection and soft-Kalman filter based semi-blind channel estimation algorithms for MIMO-OFDM systems, Proceedings of ICC, pp. 2488-2492, May, 2005
17. Niu H., Shen M., Ritcey J. A., Liu H. (2005) A factor graph approach to iterative channel estimation and LDPC decoding over fading channels. IEEE Transactions on Wireless Communication 4:1345-1350
18. Lonćar M., Müller R. R., Wehinger J., Mecklenbräuker C. F., Abe T. (2004) Iterative channel estimation and data detection in frequency-selective fading MIMO channels. European Transactions on Telecommunications 15:459-470
19. ten Brink S. (2001) Convergence behaviour of iteratively decoded parallel concatenated codes. IEEE Transactions on Communication 49:1727-1737
20. Proakis J.G. (1989) Digital Communications. McGraw-Hill, New York, NY
21. Kim K. J., Yue Y., Iltis R. A., Gibson J. D. (2005) A QRD-M/Kalman Filter-based detection and channel estimation algorithm for MIMO-OFDM systems. IEEE Transactions on Wireless Communication 4:710-721
22. Jakes W.C. Jr. (1974) Microwave Mobile Communication. Wiley, New York, NY
23. Komninakis C., Fragouli C., Sayed A. H., Wesel R. D. (2002) Multi-input multi-output fading channel tracking and equalization using Kalman estimation. IEEE Transactions on Signal Processing 50:1065-1076
24. Kim K. J., Iltis R. A. (2002) Joint detection and channel estimation algorithms for QS-CDMA signals over time-varying channels. IEEE Transactions on Communication 50:845-855
25. IEEE P802.11a/D7.0, July 1999
26. Negi R., Cioffi J. (1998) Pilot tone selection for channel estimation in a mobile ofdm system. IEEE Transactions on Consumer Electronics 44:1122-1128
27. Ristic B., Arulampalam S., Gordon N. (2004) Beyond the Kalman Filter: Particle Filters for Tracking Applications. Artech House, Norwood, MA
28. Wang X., Poor H. (1999) Iterative (Turbo) soft interference cancellation and decoding for coded CDMA. IEEE Transactions on Communications 47:1046-1061
29. Lu B., Yue G., Wang X. (2004) Performance analysis and design optimization of LDPC-coded MIMO OFDM systems. IEEE Transactions on Signal Processing 52:348-361
30. Physical Layer Standard for cdma2000 spread spectrum systems (3GPP2 C.S0002-C), May 2002