Grassmannian predictive coding for delayed limited feedback MIMO systems

2009 47th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2009

Volumn , Issue , 2009, Pages 783-788

  Inoue, Takao ^a   Heath Jr , Robert W ^a  

^a The University of Texas at Austin   (United States)

Author keywords

Correlation; Feedback communication; MIMO systems; Prediction methods; Quantization; Vector quantization

Indexed keywords

CHANNEL STATE INFORMATION AT THE TRANSMITTERS; CODEWORD; CORRELATION; CORRELATION FEEDBACK; DELAYED-FEEDBACK SYSTEMS; FEEDBACK DELAY; GRASSMANN MANIFOLD; GRASSMANNIAN; LIMITED FEEDBACK; MULTI-USER; MULTIPLE ANTENNA SYSTEMS; MULTIPLE ANTENNA WIRELESS SYSTEMS; PREDICTION METHODS; PREDICTIVE CODING; STEP-SIZE OPTIMIZATION; SUM-RATE; TIME VARYING;

ANTENNAS; COMMUNICATION; DECODING; FORECASTING; MIMO SYSTEMS; OPTIMIZATION; STATE FEEDBACK; TRANSMITTERS; VECTOR QUANTIZATION;

FEEDBACK;

EID: 77949758202     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ALLERTON.2009.5394938     Document Type: Conference Paper

References (22)

1. D. J. Love, R. W. Heath Jr., V. K. N. Lau, D. Gesbert, B. D. Rao, and M. Andrews, "An overview of limited feedback in wireless communication systems," IEEE J. Sel. Areas Commun., vol. 26, no. 8, pp. 1341-1365, 2008.
2. B. Mondal and R. W. Heath Jr., "Adaptive feedback for MIMO beamforming systems," in Proc. of IEEE Workshop on Signal Process. Adv. in Wireless Commun., 2004, pp. 213-217.
3. V. Raghavan, R. W. Heath Jr., and A. Sayeed, "Systematic codebook designs for quantized beamforming in correlated MIMO channels," IEEE J. Sel. Areas Commun., vol. 25, no. 7, pp. 1298-1310, 2007.
4. J. C. Roh and B. Rao, "Efficient feedback methods for MIMO channels based on parameterization," IEEE Trans. Wireless Commun., vol. 6, no. 1, pp. 282-292, 2007.
5. K. Huang, R. W. Heath, Jr., and J. G. Andrews, "Limited feedback beamforming over temporally-correlated channels," IEEE Trans. Signal Process., vol. 57, no. 5, pp. 1959-1975, 2009.
6. J. Zhang, J. Andrews, and R. W. Heath Jr., "Single-user MIMO vs. Multiuser MIMO in the broadcast channel with CSIT constraints," in Proc. of Allerton Conf. on Commun., Control, and Computing, 2008, pp. 309-314.
7. S. Savazzi and U. Spagnolini, "Optimizing training lengths and training intervals in time-varying fading channels," IEEE Trans. Signal Process., vol. 57, no. 3, pp. 1098-1112, 2009.
8. B. Banister and J. Zeidler, "A simple gradient sign algorithm for transmit antenna weight adaptation with feedback," IEEE Trans. Signal Process., vol. 51, no. 5, pp. 1156-1171, 2003.
9. R. W. Heath Jr., T. Wu, and A. C. K. Soong, "Progressive refinement for high resolution limited feedback beamforming," EURASIP J. on Adv. in Signal Proccess., special issue on Multiuser Limited Feedback, vol. 2009, no. 463823, p. 13, 2009.
10. Samsung Electronics, "Improved differential codebooks for ieee 802.16m amendment working document," IEEE 802.16 Broadband Wireless Access Working Group Contribution, no. IEEE C802.16m-09/1530r3, pp. 1-11, July 2009. [Online]. Available: http://www.ieee802.org/16/tgm/contrib/C80216m-09 1530r3.doc
11. N. Benvenuto, E. Conte, S. Tomasin, and M. Trivellato, "Predictive channel quantization and beamformer design for MIMO-BC with limited feedback," in Proc. of IEEE Global Telecom. Conf., 2007, pp. 3607-3611.
12. C. Simon, R. de Francisco, D. T. M. Slock, and G. Leus, "Feedback compression for correlated broadcast channels," in Proc. of IEEE Symp. on Commun. and Veh. Technol. in the Benelux, 2007, pp. 1-4.
13. K. Kim, I. H. Kim, and D. J. Love, "Utilizing temporal correlation in multiuser MIMO feedback," in Proc. of Asilomar Conf. on Signals, Systems and Computers, 2008, pp. 121-125.
14. L. Liu and H. Jafarkhani, "Successive transmit beamforming algorithms for multiple-antenna OFDM systems," IEEE Trans. Wireless Commun., vol. 6, no. 4, pp. 1512-1522, 2007.
15. A. Edelman, T. A. Arias, and S. T. Smith, "The geometry of algorithms with orthogonality constraints," SIAM J. Matrix Analysis and Applications, vol. 20, no. 2, pp. 303-353, 1998.
16. G. H. Golub and C. H. Van Loan, Matrix Computations, 3rd ed. The Johns Hopkins University Press, 1996.
17. T. Inoue and R. W. Heath Jr., "Predictive coding on the Grassmann manifold," Submitted to IEEE Trans. Signal Process., Aug 2009.
18. J. M. Lee, Introduction to Smooth Manifolds, ser. Graduate texts in mathematics; 218. Springer, 2003.
19. - , Riemannian Manifolds: An Introduction to Curvature, ser. Graduate Texts in Mathematics. Springer-Verlag, 1997, no. 176.
20. W. M. Boothby, An Introduction to Differentiable Manifolds and Riemannian Geometry, 2nd ed. Academic Press, 2003.
21. A. Gersho and R. M. Gray, Vector Quantization and Signal Compression. Kluwer Academic, 1991.
22. N. Jindal, "MIMO broadcast channels with finite-rate feedback," IEEE Trans. Inf. Theory, vol. 52, no. 11, pp. 5045-5060, 2006.