MIMO transceiver optimization with linear constraints on transmitted signal covariance components

IEEE Transactions on Signal Processing

Volumn 58, Issue 1, 2010, Pages 458-462

  Weng, Ching Chih ^a   Vaidyanathan, P P ^a  

^a California Institute of Technology   (United States)

Author keywords

BER optimization; MIMO transceivers; Per antenna constraints; Schur convexity; Semidefinite programming

Indexed keywords

ANTENNA ELEMENT; AVERAGE BIT-ERROR RATES; DECISION-FEEDBACK EQUALIZATIONS; FINITE NUMBER; JOINT TRANSCEIVER OPTIMIZATION; LINEAR CONSTRAINTS; LINEAR PRE-CODING; LINEAR TRANSCEIVER; MAJORIZATION THEORY; MIMO TRANSCEIVER; MIMO TRANSCEIVER OPTIMIZATION; MIMO TRANSCEIVERS; MULTIPLE-INPUT MULTIPLE-OUTPUT CHANNELS; OBJECTIVE FUNCTIONS; OPTIMIZATION PROBLEMS; POWER CONSTRAINTS; SCHUR CONVEXITY; SEMI-DEFINITE PROGRAMMING; SEMIDEFINITE PROGRAMS; TOTAL POWER; TRANSMITTED SIGNAL;

ANTENNAS; BIT ERROR RATE; COMMUNICATION CHANNELS (INFORMATION THEORY); CONSTRAINED OPTIMIZATION; CONVEX OPTIMIZATION; COVARIANCE MATRIX; ELECTRIC POWER UTILIZATION; MULTIPLEXING; OPTIMIZATION; WIRELESS TELECOMMUNICATION SYSTEMS;

TRANSCEIVERS;

EID: 72949100161     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2009.2029250     Document Type: Article

References (19)

1. S. S. Chan, T. N. Davidson, and K. M. Wong, "Asymptotically minimum BER linear block precoders for MMSE equalisation," IEE Proc. Commun., pp. 297-304, Aug. 2004.
2. J. M. Cioffi and G. D. Forney, "Generalized decision-feedback equalization for packet transmission with ISI and Gaussian noise," in Communications, Computation, Control and Signal Processing: A Tribute to Thomas Kailath, A. Paulraj, V. Roychowdhury, C. D. Shaper. Norwell, MA: Kluwer, 1997, Eds..
3. R. A. Horn and C. R. Johnson, Matrix Analysis. Cambridge, U.K.: Cambridge Univ. Press, 1985.
4. Y. Jiang, D. P. Palomar, and M. K. Varanasi, "Precoder optimization for nonlinear MIMO transceiver based on arbitrary cost function," in Proc. Conf. Information Sciences Systems, Mar. 2007, pp. 119-124.
5. Y. Jiang, W. W. Hager, and J. Li, "Generalized triangular decomposition," Math. Comput., vol.77, no.262, pp. 1037-1056, Apr. 2008.
6. K. Lee and D. P. Petersen, "Optimal linear coding for vector channels," IEEE Trans. Commun., vol.24, no.12, pp. 1283-1290, Dec. 1976.
7. Z. Luo, T. N. Davidson, G. B. Giannakis, and K. M. Wong, "Transceiver optimization for block-based multiple access through ISI channels," IEEE Trans. Signal Process., vol.52, no.4, pp. 1037-1052, Apr. 2004.
8. A. W. Marshall and I. Olkin, Inequalities: Theory of Majorization and Its Applications. New York: Academic, 1979.
9. D. P. Palomar, "Unified framework for linear MIMO transceivers with shaping constraints," IEEE Commun. Lett., vol.8, no.12, pp. 697-699, Dec. 2004.
10. D. P. Palomar, J. M. Cioffi, and M. A. Lagunas, "Joint Tx-Rx beamforming design for multicarrier MIMO channels: A unified framework for convex optimization," IEEE Trans. Signal Process., vol.51, no.9, pp. 2381-2401, Sep. 2003.
11. D. P. Palomar and Y. Jiang, "MIMO transceiver design via majorization theory," Found. Trends Commun. Inf. Theory, vol.3, no.4, pp. 331-551, Nov. 2006.
12. M. B. Shenouda and T. N. Davidson, "A framework for designing MIMO systems with decision feedback equalization or Tomlinson-Harashima precoding," IEEE J. Sel. Areas Commun., vol.26, no.2, pp. 401-411, Feb. 2008.
13. J. F. Sturm, "Using SeDuMi 1.02, a Matlab toolbox for optimization over symmetric cones," Optim. Methods Softw., vol.11-12, pp. 625-653, 1999.
14. L. Vandenberghe and S. Boyd, "Semidefinite programming," SIAM Rev., vol.38, no.1, pp. 49-95, Mar. 1996.
15. L. Vandenberghe, S. Boyd, and S. P. Wu, "Determinant maximization with linear matrix inequality constraints," SIAM J. Matrix Anal. Appl., vol.19, no.2, pp. 499-533, Apr. 1998.
16. M. K. Varanasi and T. Guess, "An information-theoretic framework for deriving canonical decision-feedback receivers in Gaussian channels," IEEE Trans. Inf. Theory, vol.51, pp. 173-187, Jan. 2005.
17. J. Yang and S. Roy, "On joint transmitter and receiver optimization for multiple- input-multiple-output (MIMO) transmission systems," IEEE Trans. Commun., vol.21, no.12, pp. 3221-3231, Dec. 1994.
18. W. Yu and T. Lan, "Transmitter optimization for the multi-antenna downlink with per-antenna power constraints," IEEE Trans. Signal Process., vol.55, no.6, pp. 2646-2660, Jun. 2007.
19. J. K. Zhang, A. Kavcic, and K. M.Wong, "Equal-diagonal QR decomposition and its application to precoder design for successive-cancellation detection," IEEE Trans. Inf. Theory., vol.51, no.1, pp. 154-172, Jan. 2005.