Noncoherent trellis coded quantization: A practical limited feedback technique for massive MIMO systems

IEEE Transactions on Communications

Volumn 61, Issue 12, 2013, Pages 5016-5029

  Choi, Junil ^a   Chance, Zachary ^b   Love, David J ^a   Madhow, Upamanyu ^c  

^a PURDUE UNIVERSITY   (United States)

^b MIT LINCOLN LABORATORY   (United States)

^c University of California   (United States)

Author keywords

Limited feedback; Massive MIMO systems; Noncoherent TCQ; Trellis coded quantization (TCQ)

Indexed keywords

BEAMFORMING; CHANNEL STATE INFORMATION; ENCODING (SYMBOLS); IMAGE RETRIEVAL; MIMO SYSTEMS; MONTE CARLO METHODS; TRELLIS CODES; VITERBI ALGORITHM;

FREQUENCY DIVISION DUPLEXING; LIMITED FEEDBACK; MAXIMUM LIKELIHOOD DECODING; NONCOHERENT SEQUENCE DETECTION; NONCOHERENT TCQ; TRELLIS-CODED QUANTIZATIONS; TRELLIS-CODED QUANTIZATIONS (TCQ); WIRELESS COMMUNICATION SYSTEM;

ANTENNAS;

EID: 84891629959     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCOMM.2013.111413.130379     Document Type: Article

References (45)

1. J. Choi, Z. Chance, D. J. Love, and U. Madhow, "Noncoherent trelliscoded quantization for massive MIMO limited feedback beamforming," 2013 UCSD Information Theory and Applications Workshop.
2. J. Choi, D. J. Love, and U. Madhow, "Limited feedback in massive MIMO systems: exploiting channel correlations via noncoherent trelliscoded quantization," Proc. 2013 Conference on Information Sciences and Systems.
3. T. L. Marzetta, "How much training is required for multiuser MIMO?" Proc. 2006 IEEE Asilomar Conference on Signals, Systems, and Computers.
4. -, "Noncooperative cellular wireless with unlimited numbers of base station antennas," IEEE Trans. Wireless Commun., vol. 9, no. 11, pp. 3590-3600, Nov. 2010.
5. J. Hoydis, S. ten Brink, and M. Debbah, "Massive MIMO in the UL/DL of cellular networks: how many antennas do we need?" IEEE J. Sel. Areas Commun., vol. 31, no. 2, pp. 160-171, Feb. 2013.
6. H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, "Energy and spectral efficiency of very large multiuser MIMO systems," IEEE Trans. Commun., vol. 61, no. 4, pp. 1436-1449, Apr. 2013.
7. F. Rusek, D. Persson, B. K. Lau, E. G. Larsson, T. L. Marzetta, E. O, and F. Tufvesson, "Scaling up MIMO: opportunities and challenges with very large arrays," IEEE Signal Process. Mag., vol. 30, no. 1, pp. 40-60, Jan. 2013.
8. N. Jindal, "MIMO broadcast channels with finite rate feedback," IEEE Trans. Inf. Theory, vol. 52, no. 11, pp. 5045-5059, Nov. 2006.
9. P. Ding, D. J. Love, and M. D. Zoltowski, "Multiple antenna broadcast channels with shape feedback and limited feedback," IEEE Trans. Signal Process., vol. 55, no. 7, pp. 3417-3428, Jul. 2007. (Pubitemid 47018825)
10. 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, Oct. 2008.
11. K. K. Mukkavilli, A. Sabharwal, E. Erkip, and B. Aazhang, "On beamforming with finite rate feedback in multiple-antenna systems," IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2562-2579, Oct. 2003.
12. S. Zhou, Z. Wang, and G. B. Giannakis, "Quantifying the power-loss when transmit-beamforming relies on finite rate feedback," IEEE Trans. Wireless Commun., vol. 4, no. 4, pp. 1948-1957, Jul. 2005. (Pubitemid 41632650)
13. D. J. Love, R. W. Heath Jr., and T. Strohmer, "Grassmannian beamforming for multiple-input multiple-output wireless systems," IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2735-2747, Oct. 2003.
14. W. Santipach and M. L. Honig, "Capacity of multiple-antenna fading channel with quantized precoding matrix," IEEE Trans. Inf. Theory, vol. 55, no. 3, pp. 1218-1234, Mar. 2009.
15. C. K. Au-Yeung and D. J. 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)
16. D. J. Love and R. W. Heath Jr., "Grassmannian beamforming on correlated MIMO channels," Proc. 2004 IEEE Global Telecommunications Conference.
17. -, "Limited feedback diversity techniques for correlated channels," IEEE Trans. Veh. Technol., vol. 55, no. 2, pp. 718-722, Mar. 2006.
18. P. Xia and G. B. Giannakis, "Design and analysis of transmitbeamforming based on limited-rate feedback," IEEE Trans. Signal Process., vol. 54, no. 5, pp. 1853-1863, Mar. 2006.
19. B. Banister and J. Zeidler, "Feedback assisted transmission subspace tracking for MIMO systems," IEEE J. Sel. Areas Commun., vol. 21, pp. 452-463, May 2003.
20. J. Yang and D. Williams, "Transmission subspace tracking for MIMO systems with low-rate feedback," IEEE Trans. Commun., vol. 55, no. 8, pp. 1629-1639, Aug. 2007. (Pubitemid 47385473)
21. R. W. Heath Jr., T. Wu, and A. C. K. Soong, "Progressive refinement of beamforming vectors for high-resolution limited feedback," EURASIP J. Advances Signal Process., vol. 2009, no. 6, Feb. 2009.
22. 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, May 2009.
23. D. Sacristan and A. Pascual-Iserte, "Differential feedback of MIMO channel gram matrices based on geodesic curves," IEEE Trans. Wireless Commun., vol. 9, no. 12, pp. 3714-3727, Dec. 2010.
24. T. Kim, D. J. Love, and B. Clerckx, "MIMO system with limited rate differential feedback in slow varying channel," IEEE Trans. Commun., vol. 59, no. 4, pp. 1175-1180, Apr. 2010.
25. J. Choi, B. Clerckx, N. Lee, and G. Kim, "A new design of polarcap differential codebook for temporally/spatially correlated MISO channels," IEEE Trans. Wireless Commun., vol. 11, no. 2, pp. 703-711, Feb. 2012.
26. J. Choi, B. Clerckx, and D. J. Love, "Differential codebook for general rotated dual-polarized MISO channels," Proc. 2012 IEEE Global Telecommunications Conference.
27. W. Santipach and M. L. Honig, "Asymptotic performance of MIMO wireless channels with limited feedback," in Proc. 2003 IEEE Military Communications Conference.
28. S. Lin and D. J. Costello, Jr., Error Control Coding. Prentice Hall, 2004.
29. M. W. Marcellin and T. R. Fischer, "Trellis coded quantization of memoryless and Gauss-Markov sources," IEEE Trans. Commun., vol. 38, no. 1, pp. 82-93, Jan. 1990.
30. Y. Nam, B. L. Ng, K. Sayana, Y. Li, J. Zhang, Y. Kim, and J. Lee, "Fulldimension MIMO (FD-MIMO) for next generation cellular technology," IEEE Commun. Mag., vol. 51, no. 6, pp. 172-179, Jun. 2013.
31. C. K. Au-Yeung, D. J. Love, and S. Sanayei, "Trellis coded line packing: large dimensional beamforming vector quantization and feedback transmission," IEEE Trans. Wireless Commun., vol. 10, no. 6, pp. 1844-1853, Jun. 2011.
32. C. K. Au-Yeung, A. Jalali, and D. J. Love, "Insights into feedback and feedback signaling for beamformer design," 2009 UCSD Information Theory and Applications Workshop.
33. C. K. Au-Yeung and S. Sanayei, "Enhanced trellis based vector quantization for coordinated beamforming," Proc. 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.
34. M. Xu, D. Guo, and M. K. Honig, "MIMO precoding with limited rate feedback: simple quantizers work well," Proc. 2009 IEEE Global Telecommunications Conference.
35. D. J. Ryan, I. V. L. Clarkson, I. B. Collings, D. Guo, and M. L. Honig, "QAM and PSK codebooks for limited feedback MIMO beamforming," IEEE Trans. Commun., vol. 57, no. 4, pp. 1184-1196, Apr. 2009.
36. D. J. Ryan, I. B. Collings, and I. V. L. Clarkson, "GLRT-optimal noncoherent lattice decoding," IEEE Trans. Signal Process., vol. 55, no. 7, pp. 3773-3786, Jul. 2007. (Pubitemid 47018855)
37. W. Sweldens, "Fast block noncoherent decoding," IEEE Commun. Lett., vol. 5, no. 4, pp. 132-134, Apr. 2001. (Pubitemid 32372201)
38. D. Warrier and U. Madhow, "Spectrally efficient noncoherent communication," IEEE Trans. Inf. Theory, vol. 48, no. 3, pp. 652-668, Mar. 2002.
39. R. G. Gallager, Information Theory and Reliable Communication. Wiley, 1968.
40. G. Ungerboeck, "Channel coding with multilevel/phase signals," IEEE Trans. Inf. Theory, vol. 28, no. 1, pp. 55-67, Jan. 1982.
41. R. H. Etkin and D. N. C. Tse, "Degree of freedom in some underspread MIMO fading channel," IEEE Trans. Inf. Theory, vol. 52, pp. 1576-1608, Apr. 2006.
42. D. J. Love and R. W. Heath Jr., "Equal gain transmission in multipleinput multiple-output wireless systems," IEEE Trans. Commun., vol. 51, no. 7, pp. 1102-1110, Jul. 2003.
43. J. G. Proakis, Digital Communication, 4th ed. McGraw-Hill, 2000.
44. D. J. Love, J. Choi, and P. Bidigare, "A closed-loop training approach for massive MIMO beamforming systems," Proc. 2013 Conference on Information Sciences and Systems.
45. J. Choi, D. J. Love, and P. Bidigare, "Downlink training techniques for FDD massive MIMO systems: Open-loop and closed-loop training with memory," IEEE J. Sel. Topics Signal Process., submitted for publication. Available: http://arxiv.org/abs/1309.7712