Massive MIMO with Multi-cell MMSE Processing: Exploiting All Pilots for Interference Suppression

作者: Emil Björnson , Erik G. Larsson , Xueru Li , Shidong Zhou , Jing Wang

DOI:

关键词:

摘要: In this paper, a new state-of-the-art multi-cell MMSE scheme is proposed for massive MIMO networks, which includes an uplink detector and downlink precoder. The main novelty that it exploits all available pilots interference suppression. Specifically, let $K$ $B$ denote the number of users per cell orthogonal pilot sequences in network, respectively, where $\beta = B/K$ reuse factor. Then our utilizes channel directions, can be estimated locally at each base station, to actively suppress both intra-cell inter-cell interference. particularly practical general, since power control payload, imperfect estimation arbitrary allocation are accounted for. Simulations show significant spectral efficiency (SE) gains obtained over single-cell ZF, large $\beta$ and/or $K$. Furthermore, large-scale approximations SINRs derived, asymptotically tight large-system limit. easy compute very accurate even small system dimensions. Using these SINR approximations, low-complexity algorithm also maximize sum SE.

参考文章(33)
Romain Couillet, Romain Couillet, Mrouane Debbah, Random Matrix Methods for Wireless Communications ,(2011)
Jack W. Silverstein, Zhidong Bai, Spectral Analysis of Large Dimensional Random Matrices ,(2006)
Mohamad Charafeddine, Aydin Sezgin, Arogyaswami Paulraj, Rate Region Frontiers for n-user Interference Channel with Interference as Noise arXiv: Information Theory. ,(2010)
Hien Quoc Ngo, E. G. Larsson, T. L. Marzetta, Energy and Spectral Efficiency of Very Large Multiuser MIMO Systems IEEE Transactions on Communications. ,vol. 61, pp. 1436- 1449 ,(2013) , 10.1109/TCOMM.2013.020413.110848
Dirk T. M. Slock, Romain Couillet, Sebastian Wagner, Mérouane Debbah, Large System Analysis of Linear Precoding in Correlated MISO Broadcast Channels Under Limited Feedback IEEE Transactions on Information Theory. ,vol. 58, pp. 4509- 4537 ,(2012) , 10.1109/TIT.2012.2191700
Kaifeng Guo, Gerd Ascheid, Performance analysis of multi-cell MMSE based receivers in MU-MIMO systems with very large antenna arrays wireless communications and networking conference. pp. 3175- 3179 ,(2013) , 10.1109/WCNC.2013.6555070
Pramod Viswanath, David Tse, Fundamentals of Wireless Communication ,(2005)
David Gesbert, Saad Ghazanfar Kiani, Anders Gjendemsjo, Geir Egil Oien, Adaptation, Coordination, and Distributed Resource Allocation in Interference-Limited Wireless Networks Proceedings of the IEEE. ,vol. 95, pp. 2393- 2409 ,(2007) , 10.1109/JPROC.2007.907125
Ioannis Ch. Paschalidis, Wei Lai, David Starobinski, Asymptotically optimal transmission policies for large-scale low-power wireless sensor networks IEEE ACM Transactions on Networking. ,vol. 15, pp. 105- 118 ,(2007) , 10.1109/TNET.2006.890108