MMSE interference suppression in MIMO frequency selective and time-varying fading channels

IEEE Transactions on Signal Processing

Volumn 56, Issue 8 I, 2008, Pages 3638-3651

  He, Jianqiang ^a   Gu, Guoxiang ^b   Wu, Zhongshan ^c  

^a QUALCOMM INC   (United States)

^b LOUISIANA STATE UNIVERSITY   (United States)

^c ArrayComm LLC   (United States)

Author keywords

Decision feedback equalization; Digital communications receiver; Frequency selective time varying fading channel; Interference suppression; Iteration detection; Kalman filter; V BLAST receiver

Indexed keywords

CHANNEL ESTIMATION; CHLORINE COMPOUNDS; COMPUTATIONAL COMPLEXITY; CONTROL THEORY; DATA COMMUNICATION EQUIPMENT; DATA COMMUNICATION SYSTEMS; ERROR ANALYSIS; FADING (RADIO); FEEDBACK; FILTRATION; INTERFERENCE SUPPRESSION; INTERSYMBOL INTERFERENCE; KALMAN FILTERS; MEAN SQUARE ERROR; MIM DEVICES; MULTIPLEXING; POLARIZATION; STAGES; STATE FEEDBACK; STATE SPACE METHODS; TIME VARYING SYSTEMS; TUNNELING (EXCAVATION); WIRELESS TELECOMMUNICATION SYSTEMS;

CHANNEL INTERFERENCES; DECISION-FEEDBACK EQUALIZATION; DESIGN METHODS; DIGITAL COMMUNICATIONS RECEIVER; ESTIMATION UNCERTAINTIES; FINITE LENGTH; FREQUENCY SELECTIVE TIME-VARYING FADING CHANNEL; FREQUENCY-SELECTIVE FADING CHANNELS; ICI SUPPRESSION; ISI SUPPRESSION; ITERATION DETECTION; KALMAN FILTER; KALMAN FILTERING; LINEAR CHANNELS; MIMO FREQUENCY; MINIMUM MEAN-SQUARED-ERROR; MULTIPLE-INPUT/MULTIPLE-OUTPUT; NATURAL DESIGN; OPTIMUM DECISIONS; PERFORMANCE-LIMITING FACTORS; PRACTICAL SYSTEMS; RECEIVER DESIGNS; SIMULATION RESULTS; STATE SPACES; STATE-SPACE REALIZATIONS; TIME-VARYING CHANNELS; TIME-VARYING FADING CHANNELS; TWO STAGES; TWO-STAGE METHODS; V-BLAST RECEIVER; WIRELESS DATA COMMUNICATIONS;

FADING CHANNELS;

EID: 48849086246     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2008.919389     Document Type: Article

References (42)

1. N. Al-Dhahir and J. Cioffi, "MMSE decision feedback equalizers: Finite-length results," IEEE Trans. Inf. Theory, vol. 41, no. 4, pp. 961-976, Jul. 1995.
2. S. L. Ariyavisitakul, J. H. Winters, and I. Lee, "Optimum space-time processors with dispersive interference - Unified analysis and required filter span," IEEE Trans. Commun., vol. 47, no. 7, pp. 1073-1083, Jul. 1999.
3. N. Al-Dhahir and A. H. Sayed, "The finite-length multionput multioutput MMSE DFE," IEEE Trans. Signal Process., vol. 48, no. 10, pp. 2921-2936, Oct. 2000.
4. C. A. Belfiore and J. H. Park, Jr, "Decision feedback equalization," Proc. IEEE, vol. 67, pp. 1143-1156, Aug. 1979.
5. P. Banaban and J. Salz, "Optimum diversity combining and equalization in digital data transmission with applications to cellular mobile radio - Part I: Theoretical considerations," IEEE Trans. Commun., vol. 40, no. 5, pp. 885-894, May 1992.
6. P. Banaban and J. Salz, "Optimum diversity combining and equalization in digital data transmission with applications to cellular mobile radio - Part II: Numerical results," IEEE Trans. Commun., vol. 40, no. 5, pp. 895-907, May 1992.
7. J. M. Cioffi, G. P. Dudevoir, M. V. Eyuboglu, and G. D. Forney, "MMSE decision-feedback equalizers and coding - Part I: Equalization results," IEEE Trans. Commun., vol. 43, no. 10, pp. 2582-2594, Oct. 1995.
8. J. M. Cioffi and G. D. Forney, "Generalized decision- feedback equalization for packet transmission with ISI and Gaussian noise," in Communication, Control and Signal Processing, A. Paulraj, V. Roychowdhury, and C. Schaper, Eds. Boston, MA: Kluwer, 1997, ch. 4, pp. 79-127.
9. A. Duel-Hallen, "Equalizers for multiple input/multiple output channels and PAM systems with cyclostationary input sequences," IEEE J. Sel. Areas Commun., vol. 10, no. 3, pp. 630-639, Apr. 1992.
10. A. Duel-Hallen, "A family of multiuser decision-feedback detectors for asynchronous code division multiple access channels," IEEE Trans. Commun., vol. 43, no. 234, pp. 421-434, Feb./Mar./Apr. 1995.
11. G. J. Foschini, Jr. and M. J. Gans, "On limits of wireless communication in a fading environment when using multiple antennas," Wireless Personal Commun., vol. 6, no. 3, pp. 311-335, Mar. 1998.
12. G. J. Foschini, G. D. Golden, P. W.Wolniansky, and R. A. Valenzuela, "Simplified processing for wireless communication at high spectral efficiency," IEEE J. Sel. Areas Commun., vol. 17, pp. 1841-1852, Nov. 1999.
13. G. Ginis and J. M. Cioffi, "On the relation between V-BLAST and the GDFE," IEEE Commun. Lett., vol. 5, no. 9, pp. 364-366, Sep. 2001.
14. G. D. Golden, G. J. Foschini, R. A. Valenzuela, and P. W. Wolniansky, "Detection algorithm and initial laboratory results using the V-BLAST space-time communication architecture," Electron. Lett., vol. 35, no. 1, pp. 14-15, 1999.
15. G. Gu, X. Gao, J. He, and M. Naraghi-Pour, "Parametric modeling of wideband and ultra wideband channels in frequency domain," IEEE Trans. Veh. Technol., vol. 56, no. 4, pp. 1600-1612, Jul. 2007.
16. T. Guess and M. K. Varanasi, "An information-theoretic framework for deriving canonical decision-feedback receivers in Gaussian channels," IEEE Trans. Inf. Theory, vol. 51, no. 1, pp. 173-187, Jan. 2005.
17. J. He, "Interference suppression and parameter estimation in wireless communications systems over time-varying multi-path fading channels," Ph.D. dissertation, Louisiana State Univ., Baton Rouge, LA, 2005.
18. J. He, Z. Wu, and G. Gu, "Semi-blind tracking and equalization of time-varying multipath channels," in Proc. IEEE Wireless Commun. Netw. Conf. 2004 (WCNC), Mar. 21-25, 2004, vol. 4, pp. 2444-2449.
19. J. He, Z. Wu, and G. Gu, "Optimal realizable MMSE linear and decision feedback equalizers: Time domain results," in Proc. IEEE Wireless Commun. Netw. Conf. 2005 (WCNC), Mar. 13-17, 2005, vol. 2, pp. 961-966.
20. R. A. Iltis and S. Kim, "Geometric derivation of expectation maximization and generalized successive interference cancellation algorithms with CDMA channel estimation," IEEE Trans. Signal Process., vol. 51, no. 5, pp. 1367-1377, May 2003.
21. A. Johansson and A. Svensson, "Successive interference cancellation in multiple data rate DS/CDMA systems," presented at the IEEE Vehicular Technology Conf. (VTC), Chicago, IL, Jul. 26-28, 1995.
22. T. Kailath, A. H. Sayed, and B. Hassibi, Linear Estimation. Englewood Cliffs, NJ: Prentice-Hall, 2000.
23. S. W. Kim and K. Kim, "Log-likelihood-ratio-based detection ordering in V-BLAST," IEEE Trans. Commun., vol. 54, no. 2, pp. 302-307, Feb. 2006.
24. C. Konminakis, 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.
25. R. E. Lawrence and H. Kaufman, "The Kalman filter for the equalization of a digital communications channel," IEEE Trans. Commun. Technol. vol. 19, no. 6, pp. 1137-1141, Dec. 1971.
26. Y. Li and Z. Ding, "A simplified approach to optimum diversity combining and equalization in digital data transmission," IEEE Trans. Commun., vol. 43, no. 8, pp. 2285-2288, Aug. 1995.
27. R. Lopez-Valcarce, "Realizable linear and decision feedback equalizers: Properties and connections," IEEE Trans. Signal Process., vol. 52, no. 3, pp. 757-773, Mar. 2004.
28. M. F. Madkour, S. C. Gupta, and Y. E. Wang, "Successive interference cancellation algorithms for downlink W-CDMA communications," IEEE Trans. Wireless Commun., vol. 1, no. 1, pp. 169-177, Jan. 2002.
29. S. McLaughlin, "Adaptive equalization via Kalman filtering techniques," Proc. Inst. Elect. Eng. Part F: Radar Signal Process. vol. 138, pp. 388-396, Aug. 1991.
30. P. Patel and J. Holtzman, "Analysis of a simple successive interference cancellation scheme in DS/CDMA system," IEEE J. Sel. Areas Commun. vol. 12, pp. 796-807, Jun. 1994.
31. S. Roy, "Optimum infinite-length MMSE multi-user decision-feedback space-time processing in broadband cellular radio," Wireless Personal Commun., vol. 27, no. 1, pp. 1-32, Oct. 2003.
32. D. Samardzija, N. Mandayam, and I. Seskar, "Blind successive interference cancellation for DS-CDMA systems," IEEE Trans. Commun. vol. 50, no. 2, pp. 276-290, Feb. 2002.
33. A. Scaglione, G. B. Giannakis, and S. Barbarossa, "Redundant filter-bank precoders and equalizers, Part I: Unification and optimal designs," IEEE Trans. Signal Process., vol. 47, no. 7, pp. 1988-2006, Jul. 1999.
34. A. Stamoulis, G. B. Giannakis, and A. Scaglione, "Block FIR decision-feedback equalizers for filterbank precoded transmissions with blind channel estimation capabilities," IEEE Trans. Commun., vol. 49, no. 1, pp. 69-83, Jan. 2001.
35. T. Svantesson and A. L. Swindlehurst, "A performance bound for prediction of MIMO channels," IEEE Trans. Signal Process., vol. 54, no. 2, pp. 520-529, Feb. 2006.
36. E. Telatar, "Capacity of multi-antenna Gaussian channels," AT&T-Bell Lab, Murray Hill, NJ, Internal Tech. Memo., Jun. 1995.
37. V. Tarokh, N. Seshadri, and A. R. Calderbank, "Space-time codes for high data rate wireless communication: Performance criterion and code construction," IEEE Trans. Inf. Theory, vol. 44, no. 2, pp. 744-765, Mar. 1998.
38. C. Tidestav, A. Ahlen, and M. Sternad, "Realizable MIMO decision feedback equalizers: Structure and design," IEEE Trans. Signal Process., vol. 49, no. 1, pp. 121-133, Jan. 2001.
39. P. A. Voois, I. Lee, and J. M. Cioffi, "The effect of decision delay in finite-length decision feedback equalization," IEEE Trans. Inf. Theory, vol. 42, no. 2, pp. 618-621, Mar. 1996.
40. M. K. Varanasi and T. Guess, "Achieving vertices of the capacity region of the synchronous Gaussian correlated-waveform multiple-access channel with decision-feedback receivers," in Proc. IEEE Int. Symp. Inf. Theory, Jul. 1997, p. 270.
41. M. K. Varanasi and T. Guess, "Optimum decision feedback multiuser equalization with successive decoding achieves the total capacity of the Gaussian multiple-access channel," in Proc. 31st Asilomar Conf. Signals, Syst., Comp., Monticello, IL, Nov. 1997, pp. 1405-1409.
42. 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 channels," in Proc. 1998 URSI Int. Symp. Signals, Syst., Electron. (ISSSE), Sep. 29-Oct. 2 1998, pp. 295-300.