The Base Station (BS) selection for distributed massive MIMO system is studied. The channels between the BSs and the users are assumed to be Rician fading. First the closed-form expressions of downlink achievable rates for Matched-Filter (MF) and Zero-Forcing (ZF) precoding are derived respectively, and the power efficiency performance of the system is investigated. Based on the closed-form expressions, the approximate incremental BS selection and the approximate user priority BS selection algorithms are proposed, both of which only require the statistical Channel State Information (CSI), to maximize the system spectral efficiency. Numerical results show that the proposed algorithms perform close to the optimal one. Specifically, it is shown that the approximate user priority BS selection algorithm outperforms the approximate incremental one when the BSs utilize the MF precoding in the large scale antenna limit.
李泳志,陶成,刘留,卢艳萍,刘凯. 莱斯信道下分布式大规模MIMO系统基站选择算法的研究[J]. 电子与信息学报, 2016, 38(4): 856-862.
LI Yongzhi, TAO Cheng, LIU Liu, LU Yanping, LIU Kai. Base Station Selection Algorithm for Distributed Massive MIMO System over Rician Fading Channels. JEIT, 2016, 38(4): 856-862.
MARZETTA T L. Noncooperative cellular wireless with unlimited numbers of base station antennas[J]. IEEE Transactions on Wireless Communications, 2010, 9(11): 3590-3600. doi: 10.1109/TWC.2010.092810.091092.
[3]
QUOC N H, LARSSON E G, and MARZETTA T L. Energy and spectral efficiency of very large multiuser MIMO systems [J]. IEEE Transactions on Communications, 2013, 61(4): 1436-1449. doi: 10.1109/TCOMM.2013.020413.110848.
[4]
LUO Z Q and YU W. An introduction to convex optimization for communications and signal processing[J]. IEEE Journal on Selected Areas in Communications, 2006, 24(8): 1426-1438. doi: 10.1109/JSAC.2006.879347.
[5]
RUSEK F, PERSSON D, LAR B K, et al. Scaling up MIMO: opportunities and challenges with very large arrays[J]. IEEE Signal Processing Magazine, 2013, 30(1): 40-60. doi: 10.1109/ MSP.2011.2178495.
HU Y, HUANG Y M, YU F, et al. Energy-efficient resource allocation based on multi-user massive MIMO system[J]. Journal of Electronics & Information Technology, 2015, 37(9): 2198-2203. doi: 10.11999/JEIT150088.
GU Z Q, WEI N, and ZHANG Z P. Robust precoding in massive MIMO time division duplex systems[J]. Journal of Electronics & Information Technology, 2015, 37(5): 1180-1186. doi: 10.11999/JEIT141073.
[8]
SANDEROVICH A, SHAMAI S, and STEINBERG Y. Distributed MIMO receiver-achievable rates and upper bounds[J]. IEEE Transactions on Information Theory, 2009, 55(10): 4419-4438. doi: 10.1109/TIT.2009.2027579.
[9]
MUDUMBAI R, BROWN D R, MADHOW U, et al. Distributed transmit beamforming: challenges and recent progress[J]. IEEE Communications Magazine, 2009, 47(2): 102-110. doi: 10.1109/MCOM.2009.4785387.
[10]
TRUONG K T and HEATH R W. The viability of distributed antennas for massive MIMO systems[C]. Conference on Signals, Systems and Computers, Asilomar, 2013: 1318-1323.
[11]
SADEGHI M, CHAU Y, and YONG H C. Sum rate maximization for uplink distributed massive MIMO systems with limited backhaul capacity[C]. IEEE Global Communications Conference, Austin, USA, 2014: 308-313.
[12]
SANAYEI S and NOSRATINIA A. Antenna selection in MIMO systems[J]. IEEE Communications Magazine, 2004, 42(10): 68-73. doi: 10.1109/MCOM.2004.1341263.
[13]
GHARAVI A M and GERSHMAN A B. Fast antenna subset selection in MIMO systems[J]. IEEE Transactions on Signal Processing, 2004, 52(2): 339-347. doi: 10.1109/TSP.2003. 821099.
[14]
RAPPAPORT T S, SUN S, MAYZUS R, et al. Millimeter wave mobile communications for 5G cellular: it will work![J]. IEEE Access, 2013, 1: 335-349. doi: 10.1109/ACCESS.2013. 2260813.
[15]
BRADY J, BEHDAD N, and SAYEED A M. Beamspace MIMO for millimeter-wave communications: system architecture, modeling, analysis, and measurements[J]. IEEE Transactions on Antennas and Propagation, 2013, 61(7): 3814-3827. doi: 10.1109/TAP.2013.2254442.
[16]
ZHANG Q, JIN S, WONG K K, et al. Power scaling of uplink massive MIMO systems with arbitrary-rank channel means[J]. IEEE Journal of Selected Topics in Signal Processing, 2014, 8(5): 966-981. doi: 10.1109/JSTSP.2014.2324534.
[17]
KAY S M. Fundamentals of Statistical Signal Processing: Estimation Theory[M]. Upper Saddle River, NJ, USA: Prentice Hall, 1993: 380-400.
[18]
YANG H and MARZETTA T L. Performance of conjugate and zero-forcing beamforming in large-scale antenna systems [J]. IEEE Journal on Selected Areas in Communications, 2013, 31(2): 172-179. doi: 10.1109/JSAC.2013.130206.
[19]
JOSE J, ASHIKHMIN A, MARZETTA T L, et al. Pilot contamination and precoding in multi-cell TDD systems[J]. IEEE Transactions on Wireless Communications, 2011, 10(8): 2640-2651. doi: 10.1109/TWC.2011.060711.101155.
[20]
PITAROKOILIS A, MOHAMMED S K, and LARSSON E G. On the optimality of single-carrier transmission in large-scale antenna systems[J]. IEEE Wireless Communications Letters, 2012, 1(4): 276-279. doi: 10.1109/WCL.2012.041612.120046.