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http://dx.doi.org/10.1109/JCN.2013.000070

Before/After Precoding Massive MIMO Systems for Cloud Radio Access Networks  

Park, Sangkyu (School of EECS, INMC, Seoul National University)
Chae, Chan-Byoung (School of Integrated Technology, Yonsei University)
Bahk, Saewoong (School of EECS, INMC, Seoul National University)
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Abstract
In this paper, we investigate two types of in-phase and quadrature-phase (IQ) data transfer methods for cloud multiple-input multiple-output (MIMO) network operation. They are termed "after-precoding" and "before-precoding". We formulate a cloud massive MIMO operation problem that aims at selecting the best IQ data transfer method and transmission strategy (beamforming technique, the number of concurrently receiving users, the number of used antennas for transmission) to maximize the ergodic sum-rate under a limited capacity of the digital unit-radio unit link. Based on our proposed solution, the optimal numbers of users and antennas are simultaneously chosen. Numerical results confirm that the sum-rate gain is greater when adaptive "after/before-precoding" method is available than when only conventional "after-precoding" IQ-data transfer is available.
Keywords
Cloud base station; cloud radio access netwrok (C-RAN); in-phase and quadrature-phase (IQ) data; massive multiple-input multiple-output (MIMO); multi-user MIMO;
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1 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.
2 E. Telatar, "Capacity of multi-antenna Gaussian channels," Europ. Trans. Telecommun., vol. 10, no. 6, pp. 585-595, Nov. 1999.   DOI   ScienceOn
3 G. J. Foschini and M. J. Gans, "On limits of wireless communications in a fading environment when using multiple antennas," in Proc. IEEE Conf. Pers. Wireless Commun., vol. 6, no. 3, Mar. 1998, pp. 311-335.
4 Q. Spencer, A. L. Swindlehurst, and M. Haardt, "Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels," IEEE Trans. Signal Process., vol. 52, pp. 462-471, Feb. 2004.
5 C.-B. Chae, D. Mazzarese, N. Jindal, and R. W. Heath, Jr., "Coordinated beamforming with limited feedback in theMIMO broadcast channel," IEEE J. Sel. Areas Commun., vol. 26, no. 8, pp. 1505-1515, Oct. 2008.   DOI   ScienceOn
6 T. L. Marzetta, "How much training is required for multiuser MIMO?," in Proc. Asilomar Conf. Signal, Syst, Comput. 2006, pp. 359-363.
7 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   ScienceOn
8 H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, "Energy and spectral efficiency of very large multiuser MIMO systems," IEEE Trans. Commun., 2012. [Online]. Available: http://arxiv.org/abs/1112.3810
9 C. Shepard, H. Yu, N. Anand, L. E. Li, T. Marzetta, R. Yang, and L. Zhong "Argos: Practical many-antenna base stations," in Proc. ACM MOBICOM, 2012.
10 C. Lee, C.-B. Chae, T. Kim, S. Choi, and J. Lee, "Network massiveMIMO for cell-boundary users: From a precoding normalization perspective," in Proc. IEEE GLOBECOM, 2012, pp. 1-5.
11 C.-B. Chae and R. W. Heath, Jr., "On the optimality of linear multiuser MIMO beamforming for a two-user two-input multiple-output broadcast system," IEEE Signal Process. Lett., vol. 16, no. 2, pp. 117-120, Feb. 2009.   DOI   ScienceOn
12 B. K. Lau, E. G. Larsson, T. L. Marzetta, O. Edfors, F. Rusek, D. Persson, and F. Tufvesson, "Scaling up MIMO: Opportunities and challenges with large arrays," IEEE Signal Process. Mag., vol. 30, no. 1, pp. 40-60, Jan. 2013.
13 T. L. Marzetta, J. Jose, A. Ashikhmin, and S. Vishwanath, "Pilot contamination and precoding in multi-cell TDD systems," IEEE Trans. Wireless Commun., vol. 10, no. 8, pp. 2640-2651, Aug. 2011.   DOI   ScienceOn
14 H. Yang and T. L. Marzetta, "Performance of conjugate and zero-forcing beamforming in large-scale antenna systems," IEEE J. Sel. Areas Commun., vol. 31, no. 2, pp. 172-179, Feb. 2013.   DOI   ScienceOn
15 China mobile research institute, "C-RAN: The road towards green RAN," White Paper, [Online]. Available: http: //labs.chinamobile.com/ article download.php?id=104035
16 S. Bhaumik, S. Preeth Chandrabose, M. K. Jataprolu, G. Kumar, A. Muralidhar, P. Polakos, V. Srinivasan, and T. Woo "CloudIQ: A framework for processing base stations in a data center," in Proc. ACM MOBICOM, 2012.
17 CPRI specification v5.0 (2011-09-21), [Online]. Available: http://www. cpri.info /downloads/CPRI_v_5_0_2011-09-21.pdf