Compressed Channel Feedback for Correlated Massive MIMO Systems |
Sim, Min Soo
(School of Integrated Technology, Yonsei University)
Park, Jeonghun (Dept. of ECE, Univ. of Texas at Austin) Chae, Chan-Byoung (School of Integrated Technology, Yonsei University) Heath, Robert W. Jr. (Dept. of ECE, Univ. of Texas at Austin) |
1 | R. G. Baraniuk, "Compressive sensing," IEEE Signal Process Mag., vol. 24, no. 4, pp. 118-121, 2007. DOI |
2 | Y. Linde, A. Buzo, and R. M. Gray, "An algorithm for vector quantizer design," IEEE Trans. Commun., vol. 28, no. 1, pp. 84-95, 1980. DOI |
3 | 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, 2011. DOI |
4 | N. Jindal, "MIMO broadcast channels with finite-rate feedback," IEEE Trans. Inf. Theory, vol. 52, no. 11, pp. 5045-5060, Nov. 2006. DOI |
5 | M. S. Sim and C.-B. Chae, "Compressed channel feedback for correlated massive MIMO systems," in Proc. IEEE Globecom, 2014. |
6 | T. L. Marzetta, "How much training is required for multiuser MIMO?," in Proc. Asilomar Conf. on Signals, Systems and Computers, pp. 359-363, 2006. |
7 | F. Rusek et al., "Scaling up MIMO: Opportunities and challenges with very large arrays," IEEE Signal Process Mag., vol. 30, no. 1, pp. 40-60, Jan. 2013. DOI |
8 | T. L.Marzetta, "Noncooperative cellular wireless with unlimited numbers of base station antennas," IEEE Trans. Wireless Commun., vol. 9, no. 11, pp. 3590-3600, Nov. 2010. DOI |
9 | 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. DOI |
10 | D. Gesbert, M. Kountouris, R. W. Heath, Jr., C.-B. Chae, and T. Salzer, "Shifting the MIMO paradigm: From single user to multiuser communications," IEEE Signal Process Mag., vol. 24, no. 5, pp. 36-46, Oct. 2007. DOI |
11 | P.-H. Kuo, H. T. Kung, and P.-A. Ting, "Compressive sensing based channel feedback protocols for spatially-correlated massive antenna arrays," in Proc. IEEE Wireless Communication and Network Conf., 2012, pp. 492-497. |
12 | 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, July 2007. DOI |
13 | J. Nam, J.-Y Ahn, A. Adhikary, and G. Caire, "Joint spatial division and multiplexing: Realizing massive MIMO gains with limited channel state information," in Proc CISS, Mar. 2012, pp.1-6. |
14 | Y.-G. Lim, C.-B. Chae, and G. Caire, "Performance analysis of massive MIMO for cell-boundary users," Sept. 2013, submitted to IEEE Trans. Wireless Commun. [Online] Available: arXiv:1309.7817 |
15 | B. Hassibi and B. M. Hochwald, "How much training is needed in multiple-antenna wireless links?," IEEE Trans. Inf. Theory, vol. 49, no. 4, pp. 951-963, Apr. 2003. DOI |
16 | 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. DOI |
17 | J. Choi, Z. Chance, D. J. Love, and U. Madhow, "Noncoherent trellis coded quantization: A practical limited feedback technique for massive MIMO systems," IEEE Trans. Commun., vol. 61, no. 12, pp. 5016-5029, Dec. 2013. DOI |
18 | C.-B. Chae, D. Mazzarese, N. Jindal, and R. W. Heath, Jr., "Coordinated beamforming with limited feedback in the MIMO broadcast channel," IEEE J. Sel. Areas Commun., vol. 26, no. 8, pp. 1505-1515, 2008. DOI |
19 | C.-B. Chae, D. Mazzarese, T. Inoue, and R. W. Heath, Jr., "Coordinated beamforming for the multiuser MIMO broadcast channel with limited feedforward," IEEE Trans. Signal Process., vol. 56, no. 12, pp. 6044-6056, 2008. DOI |
20 | 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. DOI |
21 | S. L. Loyka, "Channel capacity of MIMO architecture using the exponential correlation matrix," IEEE Commun. Lett., vol. 5, no. 9, pp. 369-371, Sept. 2001. DOI |
22 | W. Santipach and M. L. Honig, "Asymptotic performance of MIMO wireless channels with limited feedback," in Proc. IEEE Military Communications Conf., Oct. 2003, vol. 1, pp. 141-146. |
23 | 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. DOI |
24 | E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inf. Theory, vol. 52, no. 2, pp. 489-509, 2006. DOI |
25 | D. L. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, 2006. DOI |
26 | Spatial channel model for Multiple Input Multiple Output (MIMO) simulations, 3GPP TR 25.996 V6.1.0 Std., Sept. 2003. |
27 | A. Adhikary, J.-Y. Ahn J. Nam, and G. Caire, "Joint spatial division and multiplexing: The large-scale array regime," IEEE Trans. Inf. Theory, vol. 59, no. 10, pp. 6441-6463, Oct. 2013. DOI |
28 | J. A. Tropp and A. C. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit," IEEE Trans. Inf. Theory, vol. 53, no. 12, pp. 4655-4666, Dec. 2007. DOI |
29 | A. Molisch, Wireless communications, Wiley, 2011. |
30 | A. Eriksson, P. Stoica, and T. Soderstrom, "On-line subspace algorithms for tracking moving sources," IEEE Trans. Signal Process., vol. 42, no. 9,pp. 2319-2330, Sept. 1994. DOI |
31 | T. Ratnarajah, R. Vaillancourt, and M. Alvo, "Eigenvalues and condition numbers of complex random matrices," SIAM J. Matrix Anal. Appl., vol. 26, no. 2, pp. 441-456, 2005. DOI |
32 | W. Dai and O. Milenkovic, "Subspace pursuit for compressive sensing signal reconstruction," IEEE Trans. Inf. Theory, vol. 55, no. 5, pp. 2230-2249, 2009. DOI |
33 | R. Gray, "Vector quantization," IEEE ASSP Mag., pp. 4-29, 1984. |
34 | A. Gersho and R. M. Gray, Vector Quantization and Signal Compression, Kluwer Academic Publishers, Norwell, MA, USA, 1991. |
35 | A. Edelman, "Eigenvalues and condition numbers of random matrices," SIAM J. Matrix Anal. Appl., vol. 9, no. 4, pp. 543-560, 1988. DOI |