Adaptive quantization on a grassmann-manifold for limited feedback beamforming systems

IEEE Transactions on Signal Processing

Volumn 61, Issue 18, 2013, Pages 4450-4462

  Schwarz, Stefan ^a   Heath, Robert W ^b   Rupp, Markus ^a  

^a VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

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

Author keywords

Adaptive quantization; channel state information; Grassmann manifold; limited feedback; LTE; multi user MIMO; OFDMA; quantized feedback

Indexed keywords

ADAPTIVE QUANTIZATION; GRASSMANN MANIFOLD; LIMITED FEEDBACK; LTE; MULTI-USER MIMO; OFDMA; QUANTIZED FEEDBACK;

ALGORITHMS; BEAMFORMING; CHANNEL STATE INFORMATION; COMMUNICATION SYSTEMS; SIGNAL RECEIVERS; VECTOR QUANTIZATION;

FREQUENCY DIVISION MULTIPLE ACCESS;

EID: 84883013264     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2013.2270466     Document Type: Article

References (42)

1. T. Lo, "Maximum ratio transmission," IEEE Trans. Commun., vol. 47, no. 10, pp. 1458-1461, Oct. 1999. (Pubitemid 30516908)
2. G. Caire and S. Shamai, "On the achievable throughput of a multiantenna Gaussian broadcast channel," IEEE Trans. Inf. Theory, vol. 49, no. 7, pp. 1691-1706, Jul. 2003.
3. V. Cadambe and S. Jafar, "Interference alignment and degrees of freedom of the k-user interference channel," IEEE Trans. Inf. Theory, vol. 54, no. 8, pp. 3425-3441, Aug. 2008.
4. M. Maddah-Ali, A. Motahari, and A. Khandani, "Communication over MIMO X channels: Interference alignment, decomposition, and performance analysis," IEEE Trans. Inf. Theory, vol. 54, no. 8, pp. 3457-3470, Aug. 2008.
5. D. Love, R. Heath, Jr, V. Lau, D. Gesbert, B. 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, Oct. 2008.
6. D. Love, R. Heath, Jr, and T. Strohmer, "Grassmannian beamforming for multiple-input multiple-output wireless systems," IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2618-2622, Oct. 2003.
7. W. Santipach and M. Honig, "Capacity of a multiple-antenna fading channel with a quantized precoding matrix," IEEE Trans. Inf. Theory, vol. 55, no. 3, pp. 1218-1234, Mar. 2009.
8. C. Peel, B. Hochwald, and A. Swindlehurst, "A vector-perturbation technique for near-capacity multiantenna multiuser communication - Part I: Channel inversion and regularization," IEEE Trans. Commun., vol. 53, no. 1, pp. 195-202, Jan. 2005. (Pubitemid 40274449)
9. N. Jindal, "MIMO broadcast channels with finite-rate feedback," IEEE Trans. Inf. Theory, vol. 52, no. 11, pp. 5-5, Nov. 2006
10. B.Nosrat-Makouei, J.Andrews, and R.Heath, Jr.,"MIMOinterference alignment over correlated channels with imperfect CSI," IEEE Trans. Signal Process., vol. 59, no. 6, pp. 2783-2794, Jun. 2011
11. M. Rezaee and M. Guillaud, "Interference alignment with quantized Grassmannian feedback in the K-user MIMO interference channel," 2012, arXiv: 1207.6902 [cs.IT] [Online]. Available: http://arxiv.org/ abs/1207.6902
12. B. Zhou, L. Jiang, S. Zhao, and C. He, BER analysis of TDD downlink multiuser MIMO systems with imperfect channel state information, EURASIP J. Adv. Signal Process., pp. 104-104, 2011.
13. T.Kim, D. Love, and B. Clerckx, "MIMOsystems with limited rate differential feedback in slowly varying channels," IEEE Trans. Commun., vol. 59, no. 4, pp. 1175-1189, Apr. 2011
14. D. Zhu, Y. Zhang, G.Wang, andM. Lei, "Grassmannian subspace prediction for precoded spatial multiplexing MIMO with delayed feedback," IEEE Signal Process. Lett., vol. 18, no. 10, pp. 555-558, Oct. 2011
15. O. E. Ayach and R. Heath, Jr, "Grassmannian differential limited feedback for interference alignment," IEEE Trans. Signal Process., vol. 60, no. 12, pp. 6481-6494, Dec. 2012
16. L. Liu and H. Jafarkhani, "Novel transmit beamforming schemes for time-selective fading multiantenna systems," IEEE Trans. Signal Process., vol. 54, no. 12, Dec. 2006
17. T. Inoue and R. Heath, Jr, "Grassmannian predictive coding for limited feedback multiuser MIMO systems," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP), May 2011, pp. 3076-3079
18. Y. Zhang and M. Lei, "Robust Grassmannian prediction for limited feedback multiuserMIMO systems," in Proc. IEEEWireless Commun. Netw. Conf., Apr. 2012, pp. 863-867
19. R. Bhagavatula and R. Heath, Jr, Predictive vector quantization for multicell cooperation with delayed limited feedback, IEEE Trans. Wireless Commun., vol. PP, no. 99, pp. 1-10, Nov. 2013.
20. R. Heath, Jr, T. Wu, and A. Soong, "Progressive refinement of beamforming vectors for high-resolution limited feedback," EURASIP J. Adv. Signal Process., pp. 743-747, 2009
21. A. Spanias, "Speech coding: a tutorial review," Proc. IEEE, vol. 82, no. 10, pp. 1541-1582, Oct. 1994
22. W. C. Jakes and D. C. Cox, Microwave Mobile Communications. Hoboken, NJ, USA: Wiley-IEEE, 1994
23. P. Almers, E. Bonek, A. Burr, N. Czink, M. Debbah, V. Degli-Esposti, H. Hofstetter, P. Kyösti, D. Laurenson, G. Matz, A. F. Molisch, C. Oestges, and H.Özcelik, "Survey of channel and radio propagation models for wireless MIMO systems," EURASIP J. Wireless Commun. Netw., vol. 2007, no. 1, pp. 56-56, Jan. 2007
24. M. Jordan, A. Dimofte, X. Gong, and G. Ascheid, "Conversion from uplink to downlink spatio-temporal correlation with cubic splines," in Proc. IEEE 69th Veh. Technol. Conf., Apr. 2009, pp. 1-5
25. R. H. Clarke, "A statistical theory of mobile radio reception," Bell Syst. Tech. J., vol. 47, pp. 957-1000, 1968
26. K. Baddour and N. Beaulieu, "Autoregressive modeling for fading channel simulation," IEEE Trans. Wireless Commun., vol. 4, no. 4, pp. 1650-1662, Jul. 2005 (Pubitemid 41632624)
27. P.-A. Absil, R. Mahony, and R. Sepulchre, Optimization Algorithms on Matrix Manifolds. Princeton, NJ, USA: Princeton Univ. Press, 2008
28. A. Edelman, T. A. Arias, and S. T. Smith, "The geometry of algorithms with orthogonality constraints," SIAM J. Matrix Anal. Appl., vol. 20, no. 2, pp. 303-353, 1998 (Pubitemid 129333771)
29. C. K. Au-Yeung and D. Love, "On the performance of random vector quantization limited feedback beamforming in a MISO system," IEEE Trans. Wireless Commun., vol. 6, no. 2, pp. 458-462, Feb. 2007 (Pubitemid 46375775)
30. M. Trivellato, F. Boccardi, and F. Tosate, "User selection schemes for MIMO broadcast channels with limited feedback," in Proc. 65th IEEE Veh. Technol. Conf., Spring, Dublin, Ireland, Apr. 2007, pp. 2089-2093 (Pubitemid 47134314)
31. S. Schwarz and M. Rupp, "Adaptive channel direction quantization - enabling multi user MIMO gains in practice," in Proc. IEEE Int. Conf. Commun., Ottawa, ON, Canada, Jun. 2012.
32. S. Haykin, Adaptive Filter Theory, 4th ed. Upper Saddle River, NJ, USA: Prentice Hall, 2002.
33. T. Zemen and C. Mecklenbrauker, "Time-variant channel estimation using discrete prolate spheroidal sequences," IEEE Trans. Signal Process., vol. 53, no. 9, pp. 3597-3607, Sep. 2005. (Pubitemid 41555643)
34. M. Yacoub, C. d. Silva, and J. B. Vargas, "Second-order statistics for equal gain and maximal ratio diversity-combining reception," Electron. Lett., vol. 36, no. 4, pp. 382-384, Feb. 2000. (Pubitemid 30557436)
35. R. Heath, Jr, T. Wu, Y. H. Kwon, and A. Soong, "Multiuser MIMO in distributed antenna systems with out-of-cell interference," IEEE Trans. Signal Process., vol. 59, no. 10, pp. 4885-4899, Oct. 2011.
36. C. Mehlführer, J. C. Ikuno, M. Simko, S. Schwarz, and M. Rupp, "The Vienna LTE simulators - enabling reproducibility in wireless communications research," EURASIP J. Adv. Signal Process., pp. 29-29, 2011.
37. "Technical Specification Group RAN, E-UTRA; LTE RF system scenarios 3GPP," Tech. Rep. TS 36.942, 2008-2009.
38. S. Schwarz and M. Rupp, Adpative channel direction quantization for frequency selective channels, in Proc. 20th Eur. Signal Process. Conf. (EUSIPCO), Bucarest, Romania, Aug. 2012
39. W. Santipach and M.Honig, "Asymptotic performance of MIMOwireless channels with limited feedback," in Proc. IEEE Military Commun. Conf., Oct. 2003, vol. 1, pp. 141-146.
40. D. Love and R. Heath, Jr., "Grassmannian beamforming on correlated MIMO channels," in Proc. IEEE Global Telecommun. Conf. (GLOBECOM), Dec. 2004, vol. 1, pp. 106-110. (Pubitemid 40611385)
41. S. Schwarz, R. Heath, Jr, and M. Rupp, "Multiuser MIMO in distributed antenna systems with limited feedback," in Proc. 4th Int.Workshop Heterogen. Small Cell Netw. (GLOBECOM), Anaheim, CA, Dec. 2012.
42. J.-T. Wang and P.-C. Chang, "Error-propagation prevention technique for real-time video transmission over ATM networks," IEEE Trans. Circuits Syst. Video Technol., vol. 9, no. 3, pp. 513-523, Apr. 1999.