Joint channel estimation, equalization, and data detection for OFDM systems in the presence of very high mobility

IEEE Transactions on Signal Processing

Volumn 58, Issue 8, 2010, Pages 4225-4238

  Panayirci, Erdal ^a   Şenol, Habib ^a   Poor, H Vincent ^b  

^a KADIR HAS UNIVERSITY   (Turkey)

^b Princeton University   (United States)

Author keywords

Intercarrier interference suppression; joint data detection and channel estimation; orthogonal frequency division multiplexing (OFDM); rapidly varying wireless channels; space alternating generalized expectation maximization (SAGE) algorithm

Indexed keywords

DATA DETECTION; INTERCARRIER INTERFERENCE; JOINT DATA DETECTION AND CHANNEL ESTIMATION; SPACE ALTERNATING GENERALIZED EXPECTATION MAXIMIZATION; WIRELESS CHANNEL;

ALGORITHMS; CHANNEL ESTIMATION; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; ESTIMATION; EXPANSION; FADING (RADIO); FADING CHANNELS; FREQUENCY ALLOCATION; INTERFERENCE SUPPRESSION; MAXIMUM PRINCIPLE; MULTIPLEXING; OPTIMIZATION; ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING; ORTHOGONAL FUNCTIONS; SIGNAL DETECTION; SIGNAL RECEIVERS; TIME VARYING SYSTEMS;

FREQUENCY ESTIMATION;

EID: 77954596177     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2010.2048317     Document Type: Article

References (36)

1. Y. G. Li, L. J. Cimini, Jr., and N. R. Sollenberger, "Robust channel estimation for OFDM systems with rapid dispersive fading channels," IEEE Trans. Commun., vol.46, no.7, pp. 902-914, Jul. 1998.
2. O. Edfors, M. Sandell, J. van de Beek, S. Wilson, and P. Borjesson, "OFDM channel estimation by singular value decomposition," IEEE Trans. Commun., vol.46, no.7, pp. 931-939, Jul. 1998.
3. Y. G. Li, L. J. Cimini, Jr., and N. R. Sollenberger, "Pilot-symbol- aided channel estimation for OFDM in wireless systems," IEEE Trans. Veh. Technol., vol.49, no.4, pp. 1207-1215, 2000.
4. M. Morelli and U. Mengali, "A comparison of pilot-aided channel estimation methods for OFDM systems," IEEE Trans. Signal Process., vol.49, no.12, pp. 3065-3073, Dec. 2001.
5. M.-H. Ng and S.-W. Cheung, "Bandwidth-efficient pilot-symbol-aided technique," Electron. Lett., vol.34, no.16, pp. 1548-1550, 1998.
6. S. Coleri, M. Ergen, A. Puri, and A. Bahai, "Channel estimation techniques based on pilot arrangement in OFDM systems," IEEE Trans. Broadcast., vol.48, no.3, pp. 223-229, Sep. 2002.
7. H. Senol, H. A. Cirpan, E. Panayirci, and M. Cevik, "A low complexity time-domain MMSE channel estimator for space-time/frequency block coded OFDM systems," EURASIP J. Appl. Signal Process., vol.2006, no.19, pp. 1-14, 2006, 10.1155/ASP/2006/39026, Article ID 39026.
8. H. A. Cirpan, E. Panayirci, and H. Dogan, "Non-data-aided channel estimation for OFDM systems with space-frequency transmit diversity," IEEE Trans. Veh. Technol., vol.55, no.2, pp. 449-457, Mar. 2006.
9. H. Dogan, H. A. Cirpan, and E. Panayirci, "An efficient joint channel estimation and decoding algorithm for turbo-coded space-time orthogonal frequency division multiplexing receivers," IET Commun., vol.2, no.7, pp. 886-894, Aug. 2008.
10. H. Dogan, H. A. Cirpan, and E. Panayirci, "Iterative channel estimation and decoding of turbo coded SFBC-OFDM systems," IEEE Trans. Wireless Commun., vol.6, no.8, pp. 3090-3101, Aug. 2007.
11. I. Barhumi, G. Leus, and M. Moonen, "Equalization for OFDM over doubly-selective channels," IEEE Trans. Signal Process., vol.54, no.4, pp. 1445-1458, Apr. 2006.
12. A. Stamoulis, S. N. Diggavi, and N. Al-Dhahir, "Intercarrier interference in MIMO OFDM," IEEE Trans. Signal Process., vol.50, no.10, pp. 2451-2464, Oct. 2002. (Pubitemid 35151708)
13. X. Huang and H.-C.Wu, "Robust and efficient intercarrier interference mitigation for OFDM systems in time-varying fading channels," IEEE Trans. Veh. Technol., vol.56, no.5, pp. 2517-2528, Sep. 2007.
14. W. G. Jeon, K. H. Chang, and Y. S. Cho, "An equalization technique for orthogonal frequency-division multiplexing systems in time-variant multipath channels," IEEE Trans. Commun., vol.47, no.1, pp. 27-32, Jan. 1999.
15. L. Rugini, P. Banelli, and G. Leus, "Simple equalization of time-varying channels for OFDM," IEEE Commun. Lett., vol.9, no.7, pp. 619-621, Jul. 2005. (Pubitemid 41078458)
16. L. Rugini, P. Banelli, and G. Leus, "Low-complexity banded equalizers for OFDM systems in Doppler spread channels," EURASIP J. Appl. Signal Process., vol. 2006, pp. 1-13, 2006, no. Article ID 67404.
17. P. Schniter, "Low-complexity equalization of OFDM in doubly-selective channels," IEEE Trans. Signal Process., vol.52, no.4, pp. 1002-1011, Apr. 2004.
18. A. Gorokhov and J. P. Linnartz, "Robust OFDM receivers for dispersive time-varying channels: Equalization and channel acquisition," IEEE Trans. Commun., vol.52, no.4, pp. 572-583, Apr. 2004.
19. Y.-S. Choi, P. J.Voltz, and F. A. Cassara,"Onchannel estimation and detection for multicarrier signals in fast and selective rayleigh fading channels," IEEE Trans. Commun., vol.49, no.8, pp. 1375-1387, Aug. 2001.
20. X. Cai and G. B. Giannakis, "Bounding performance and suppressing intercarrier interference in wireless mobile OFDM," IEEE Trans. Commun., vol.51, no.12, pp. 2047-2056, Dec. 2003.
21. S. Tomasin, A. Gorokhov, H. Yang, and J.-P. Linnartz, "Iterative interference cancellation and channel estimation for mobile OFDM," IEEE Trans. Wireless Commun., vol.4, no.1, pp. 238-245, Jan. 2005.
22. S.-J. Hwang and P. Schniter, "Efficient sequence detection of multicarrier transmissions over doubly dispersive channels," EURASIP J. Appl. Signal Process., vol.2006, pp. 1-17, 2006, Article ID 93638.
23. W. Song and J. Lim, "Pilot-symbol aided channel estimation for OFDM with fast fading channels," IEEE Tran. Broadcast., vol.49, no.4, pp. 398-402, Dec. 2003.
24. K. Han, S. Lee, J. Lim, and K. Sung, "Channel estimation for OFDM with fast fading channels by modified Kalman filter," IEEE Trans. Consumer Electron., vol.50, no.2, pp. 443-449, 2004.
25. Y. Mostofi and D. Cox, "ICI mitigation for pilot-aided OFDM mobile systems," IEEE Trans. Wireless Commun., vol.4, no.2, pp. 765-774, Feb. 2005.
26. D. Schafhuber and G. Matz, "MMSE and adaptive prediction of time varying channels for OFDM systems," IEEE Trans.Wireless Commun., vol.4, no.2, pp. 593-602, Mar. 2005.
27. H. Dogan, E. Panayirci, and H. V. Poor, "A Gibbs sampling basedMAP detection algorithm for OFDM over rapidly varying mobile radio channels," in Proc. IEEE Global Commun. Conf. (GLOBECOM2009), Honolulu, HI, Nov. 30-Dec. 4 2009.
28. X. Wang and H. V. Poor, "Blind multiuser detection: A subspace approach," IEEE Trans. Inf. Theory, vol.44, pp. 677-690, Mar. 1998.
29. W. G. Jeon, K. H. Chang, and Y. S. Cho, "An equalization technique for orthogonal frequency-division multiplexing systems in time-variant multipath channels," IEEE Trans. Commun., vol.47, no.1, pp. 27-32, Jan. 1999.
30. T. Zemen, C. F. Mecklenbrauker, J. Wehinger, and R. R. Muller, "Iterative joint time-variant channel estimation and multi-user detection for MC-CDMA," IEEE Trans. Wireless Commun., vol.5, no.6, pp. 1469-1478, Jun. 2006.
31. J. A. Fessler and A. O. Hero, "Space-alternating generalized expectation-maximization algorithm," IEEE Trans. Signal Process., vol.42, no.10, pp. 2664-2677, 1994.
32. M. Feder and E. Weinstein, "Parameter estimation of superimposed signals using the EM algorithm," IEEE Trans. Acoust., Speech, Signal Process., vol.36, no.4, pp. 477-489, Apr. 1988.
33. W. C. Jakes and D. C. Cox, Microwave Mobile Communications. New York: Wiley-IEEE, 1994.
34. H. V. Poor, An Introduction to Signal Detection and Estimation, 2nd ed. New York: Springer-Verlag, 1994.
35. G. Golub and C. van Loan, Matrix Computations, 3rd ed. Baltimore, MD: John Hopkins Univ. Press, 1996.
36. G. J. Foschni, "Layered space-time architecture for wireless communication in a fading environment when using multiple antennas," Bell Labs Tech. J., vol.1, no.2, pp. 41-59, 1996.