Linear precoding for MIMO broadcast channels with finite-alphabet constraints

IEEE Transactions on Wireless Communications

Volumn 11, Issue 8, 2012, Pages 2906-2920

  Wu, Yongpeng ^a   Wang, Mingxi ^b   Xiao, Chengshan ^b   Ding, Zhi ^a,c   Gao, Xiqi ^a  

^a SOUTHEAST UNIVERSITY   (China)

^b Architectural and Environmental Engineering   (United States)

^c University of California   (United States)

Author keywords

Broadcast channel; finite alphabet signaling; MIMO; transmit precoding

Indexed keywords

ACHIEVABLE RATE REGION; ANTENNA NUMBERS; BACKTRACKING LINE SEARCH; BROADCAST CHANNELS; CODED SYSTEM; CONSTRAINED OPTIMIZATION PROBLEMS; FINITE-ALPHABET INPUTS; GAUSSIANS; HIGH SIGNAL-TO-NOISE RATIO; INPUT SIGNAL; ITERATIVE GRADIENTS; ITERATIVE WATER FILLING; KARUSH KUHN TUCKERS; LINEAR PRE-CODING; LINEAR PRECODERS; LOW DENSITY PARITY CHECK; MIMO BROADCAST CHANNELS; PERFORMANCE LOSS; PRECODERS; PRECODING; PRECODING SCHEME; TRANSMIT PRECODING; TRANSMIT SYMBOLS; UPPER BOUND; USER NUMBER; WEIGHTED SUM-RATE;

ALGORITHMS; CONSTRAINED OPTIMIZATION; FADING (RADIO); ITERATIVE DECODING; MIMO SYSTEMS;

RADIO BROADCASTING;

EID: 84865368603     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2012.060412.111806     Document Type: Article

References (40)

1. S. Vishnawath, N. Jindal, and A. Goldsmith, "Duality achievable rates and sum capacity of Gaussian MIMO channels," IEEE Trans. Inf. Theory, vol. 49, pp. 2658-2668, Oct. 2003.
2. H. Weingarten, Y. Steinberg, and S. Shamai, "The capacity region of the Gaussian multiple-input multiple-output broadcast channel," IEEE Trans. Inf. Theory, vol. 52, pp. 3936-3964, Sep. 2006. (Pubitemid 44363826)
3. M. Uppal, V. Stankovíc, and Z. Xiong, "Code design for MIMO broadcast channels," IEEE Trans. Commun., vol. 57, pp. 986-996, Apr. 2009.
4. Q. H. Spencer, A. L. Swindlehurst, and M. Haardt, "Zero-forcing methods for downlink spatial multiplexing in multi-user MIMO channels," IEEE Trans. Signal Process., vol. 52, pp. 461-471, Feb. 2006.
5. M. Sadek, A. Tarighat, and A. H. Sayed, "A leakage-based precoding scheme for downlink multi-user MIMO channel," IEEE Trans. Wireless Commun., vol. 6, pp. 1711-1721, May 2007. (Pubitemid 46808637)
6. M. Kobayashi and G. Caire, "An iterative water-filling algorithm for maximum weighted sum-rate of Gaussian MIMO-BC," IEEE J. Sel. Areas Commun., vol. 21, pp. 802-811, June 2006.
7. S. Shi, M. Schubert, and H. Boche, "Rate optimization for multiuser MIMO systems with linear processing," IEEE Trans. Signal Process., vol. 56, pp. 4020-4030, Aug. 2008.
8. S. S. Christensen, R. Agarwal, E. de Carvalho, and J. M. Cioffi, "Weighted sum-rate maximization using weighted MMSE for MIMOBC beamforming design," IEEE Trans. Wireless. Commun., vol. 7, pp. 4792-4799, Dec. 2008.
9. X. Wang and X. Zhang, "Linear transmission for rate optimization in MIMO broadcast channels," IEEE Trans. Wireless Commun., vol. 9, pp. 3247-3257, Oct. 2010.
10. L. Sun and M. R. McKay, "Eigen-based transceivers for the MIMO broadcast channel with semi-orthogonal user selection," IEEE Trans. Signal Process., vol. 58, pp. 5246-5261, Oct. 2010.
11. C. Xiao, Y. R. Zheng, and Z. Ding, "Globally optimal linear precoders for finite alphabet signals over complex vector Gaussian channels," IEEE Trans. Signal Process., vol. 59, pp. 3301-3314, July 2011.
12. A. Lozano, A. M. Tulino, and S. Verd́ u, "Optimum power allocation for parallel Gaussian channels with arbitrary input distributions," IEEE Trans. Inf. Theory, vol. 52, pp. 3033-3051, July 2006. (Pubitemid 44192966)
13. C. Xiao and Y. R. Zheng, "On the mutual information and power allocation for vector Gaussian channels with finite discrete inputs," in Proc. 2008 IEEE Global. Telecommun. Conf., pp. 1-5.
14. -, "Transmit precoding for MIMO systems with partial CSI and discrete-constellation inputs," in Proc. 2009 IEEE Int. Telecommun. Conf., pp. 1-5.
15. M. Payaŕo and D. P. Palomar, "On optimal precoding in linear vector Gaussian channels with arbitrary inputs distribution," in Proc. 2009 IEEE Int. Symp. Inform. Theory, pp. 1085-1089.
16. M. Lamarca, "Linear precoding for mutual information maximization in MIMO systems," in Proc. 2009 Int. Symp. Wireless Commun. Sys., pp. 1-5.
17. J. Harshan and B. S. Rajan, "Finite signal-set capacity of two-user Gaussian multiple access channel," in Proc. 2008 Int. Symp. Inform. Theory, pp. 1-5.
18. J. Harshan and B. S. Rajan, "On two-user Gaussian multiple access channels with finite input constellations," IEEE Trans. Inf. Theory, vol. 57, pp. 1299-1327, Mar. 2011.
19. M. Wang, W. Zeng, and C. Xiao, "Linear precoding for MIMO multiple access channels with finite discrete input," IEEE Trans. Wireless Commun., vol. 10, pp. 3934-3942, Nov. 2011.
20. N. Deshpande and B. S. Rajan, "Constellation constrained capacity of two-user broadcast channels," in Proc. 2009 IEEE Global. Telecommun. Conf., pp. 1-5.
21. R. Ghaffar and R. Knopp, "Near optimal linear precoder for multiuser MIMO for discrete alphabets," in Proc. 2010 IEEE Int. Telecommun. Conf., pp. 1-5.
22. S. Serbetli and A. Yener, "Transceiver optimization for multiuser MIMO systems," IEEE Trans. Signal Process., vol. 52, pp. 214-226, Jan. 2004.
23. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge University Press, 2004.
24. J. Dumont, W. Hachem, S. Lasaulce, P. Loubaton, and J. Najim, "On the capacity achieving covariance matrix for Rician MIMO channels: an asymptotic approach," IEEE Trans. Inf. Theory, vol. 56, pp. 1048-1069, Mar. 2010.
25. J. Li and A. P. Petropulu, "Transmitter optimization for achieving secrecy capacity in Gaussian MIMO wiretap channels," submitted to IEEE Trans. Inf. Theory, Sep. 2009. Available: http://arxiv. org/abs/arXiv:0909. 2622.
26. X. Wang and V. Poor, "Iterative (turbo) soft interference cancellation and decoding for coded CDMA," IEEE Trans. Commun., vol. 47, pp. 1046-1061, July 1999.
27. M. T̈uchler, R. Kotter, and A. Singer, "Turbo equalization: principles and new results," IEEE Trans. Commun., vol. 50, pp. 754-767, July 2002. (Pubitemid 34763642)
28. B. Hochwald and S. T. Brink, "Achieving near-capacity on a multipleantenna channel," IEEE Trans. Commun., vol. 51, pp. 389-399, Mar. 2003.
29. B. Ng, C-T. Lam, and D. Falconer, "Turbo frequency domain equalization for single-carrier broadband wireless systems," IEEE Trans. Wireless Commun., vol. 6, pp. 759-767, Feb. 2007. (Pubitemid 46375808)
30. E. Fishler, S. Gezici, and H. V. Poor, "Iterative turbo multiuser detectors for impulse radio systems," IEEE Trans. Wireless Commun., vol. 7, pp. 2964-2974, Aug. 2008.
31. L. Xu, S. Chen, and L. Hanzo, "EXIT chart analysis aided Turbo MUD designs for the rank-deficient multiple antenna assisted OFDM uplink," IEEE Trans. Wireless Commun., vol. 7, pp. 2039-2044, June 2008.
32. Q. Guo, L. Ping, and D. Huang, "A low-complexity iterative channel estimation and detection technique for doubly selective channels," IEEE Trans. Wireless Commun., vol. 8, pp. 4340-4349, Aug. 2009.
33. J. Ylioinas and M. Juntti, "Iterative joint detection, decoding, and channel estimation in Turbo-coded MIMO OFDM," IEEE Trans. Veh. Technol., vol. 58, pp. 1784-1796, Apr. 2009.
34. N. Jindal, W. Rhee, S. Vishwanath, S. A. Jafar, and A. Goldsmith, "Sum power iterative water-filling for multi-antenna Gaussian broadcast channels," IEEE Trans. Inf. Theory, vol. 51, pp. 1570-1580, Apr. 2005. (Pubitemid 40555898)
35. M. Valenti, "The Coded Modulation Library. " Available: http://www. iterativesolutions. com.
36. T. M. Cover and J. A. Thomas, Elements of Information Theory, 2nd edition. Wiley, 2006.
37. A. W. Marshall and I. Olkin, Inequalities: Theory of Majorization and Its Applications. Academic, 1979.
38. D. P. Palomar and S. Verd́ u, "Gradient of mutual information in linear vector Gaussian channels," IEEE Trans. Inf. Theory, vol. 52, pp. 141-154, Jan. 2006. (Pubitemid 43263124)
39. A. Hjørunges, Complex-Valued Matrix Derivatives Cambridge University Press, 2011.
40. K. B. Petersen and M. S. Petersen, "The Matrix Cookbook. " Available: http://www2. imm. dtu. dk/pubdb/p. php?3274, Feb. 2007.