Energy-Efficient Multi-Cell Massive MIMO Subject to Minimum User-Rate Constraints

The capability of massive multiple-input multiple-output (mMIMO) systems supporting the throughput require-ment of as many users as possible is investigated. The bottleneckof serving small numbers of users by a large number oftransmit antennas in conventional mMIMO is unblocked by anew time-fraction-wise beamforming technique, which focusessignal transmission in fractions of a time slot. Based on this time-fraction-wise signal transmission, a new user service schedulingfor multi-cell mMIMO, whose cell-edge users suffer not only poorchannel conditions but also multi-cell interference, is proposedto support a large user-population. We demonstrate that thenumbers of users served by our multi-cell mMIMO within atime-slot may be as high as twice the number of its transmitantennas.

[1]  Erik G. Larsson,et al.  Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays , 2012, IEEE Signal Process. Mag..

[2]  Erik G. Larsson,et al.  Massive MIMO With Spatially Correlated Rician Fading Channels , 2018, IEEE Transactions on Communications.

[3]  H. Vincent Poor,et al.  Power Allocation for Energy Efficiency and Secrecy of Wireless Interference Networks , 2018, IEEE Transactions on Wireless Communications.

[4]  H. Vincent Poor,et al.  A Survey of Energy-Efficient Techniques for 5G Networks and Challenges Ahead , 2016, IEEE Journal on Selected Areas in Communications.

[5]  Antonia Maria Tulino,et al.  Random Matrix Theory and Wireless Communications , 2004, Found. Trends Commun. Inf. Theory.

[6]  Lingjia Liu,et al.  Multi-Cell Multi-User Massive FD-MIMO: Downlink Precoding and Throughput Analysis , 2018, IEEE Transactions on Wireless Communications.

[7]  Emil Björnson,et al.  Massive MIMO and small cells: Improving energy efficiency by optimal soft-cell coordination , 2013, ICT 2013.

[8]  Veljko Stankovic,et al.  Generalized Design of Multi-User MIMO Precoding Matrices , 2008, IEEE Transactions on Wireless Communications.

[9]  Erik G. Larsson,et al.  Energy and Spectral Efficiency of Very Large Multiuser MIMO Systems , 2011, IEEE Transactions on Communications.

[10]  Wei Yu,et al.  Massive Connectivity With Massive MIMO—Part II: Achievable Rate Characterization , 2017, IEEE Transactions on Signal Processing.

[11]  Ha H. Nguyen,et al.  Optimal Training Sequences for Large-Scale MIMO-OFDM Systems , 2017, IEEE Transactions on Signal Processing.

[12]  H. Vincent Poor,et al.  Power Allocation for Energy Efficiency and Secrecy of Interference Wireless Networks , 2017, ArXiv.

[13]  Wei Yu,et al.  Sparse Signal Processing for Grant-Free Massive Connectivity: A Future Paradigm for Random Access Protocols in the Internet of Things , 2018, IEEE Signal Processing Magazine.

[14]  Mérouane Debbah,et al.  Large System Analysis of Linear Precoding in Correlated MISO Broadcast Channels Under Limited Feedback , 2009, IEEE Transactions on Information Theory.

[15]  Giuseppe Caire,et al.  Performance Analysis of Massive MIMO for Cell-Boundary Users , 2013, IEEE Transactions on Wireless Communications.

[16]  Andrea J. Goldsmith,et al.  On the optimality of multiantenna broadcast scheduling using zero-forcing beamforming , 2006, IEEE Journal on Selected Areas in Communications.

[17]  Thomas L. Marzetta,et al.  Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas , 2010, IEEE Transactions on Wireless Communications.

[18]  Erik G. Larsson,et al.  Massive MIMO for next generation wireless systems , 2013, IEEE Communications Magazine.

[19]  Luca Sanguinetti,et al.  Energy-Efficient Power Control: A Look at 5G Wireless Technologies , 2015, IEEE Transactions on Signal Processing.

[20]  Hong Yang,et al.  Massive MIMO for Industrial Internet of Things in Cyber-Physical Systems , 2018, IEEE Transactions on Industrial Informatics.

[21]  H. Vincent Poor,et al.  Beamforming and power allocation for energy-efficient massive MIMO , 2017, 2017 22nd International Conference on Digital Signal Processing (DSP).

[22]  H. Vincent Poor,et al.  Secure and Energy-Efficient Beamforming for Simultaneous Information and Energy Transfer , 2016, IEEE Transactions on Wireless Communications.

[23]  H. Vincent Poor,et al.  Joint Fractional Time Allocation and Beamforming for Downlink Multiuser MISO Systems , 2017, IEEE Communications Letters.

[24]  Emil Björnson,et al.  Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency , 2018, Found. Trends Signal Process..

[25]  Boon Loong Ng,et al.  Full dimension mimo (FD-MIMO): the next evolution of MIMO in LTE systems , 2014, IEEE Wireless Communications.

[26]  H. Vincent Poor,et al.  Low-Latency Multiuser Two-Way Wireless Relaying for Spectral and Energy Efficiencies , 2017, IEEE Transactions on Signal Processing.

[27]  Ha H. Nguyen,et al.  Fast Global Optimal Power Allocation in Wireless Networks by Local D.C. Programming , 2012, IEEE Transactions on Wireless Communications.

[28]  Ali A. Nasir,et al.  Fractional Time Exploitation for Serving IoT Users with Guaranteed QoS by 5G Spectrum , 2018, IEEE Communications Magazine.

[29]  Gordon P. Wright,et al.  Technical Note - A General Inner Approximation Algorithm for Nonconvex Mathematical Programs , 1978, Oper. Res..

[30]  Giuseppe Caire,et al.  Joint Spatial Division and Multiplexing—The Large-Scale Array Regime , 2013, IEEE Transactions on Information Theory.

[31]  H. Vincent Poor,et al.  Multi-User Regularized Zero-Forcing Beamforming , 2019, IEEE Transactions on Signal Processing.

[32]  Thomas L. Marzetta,et al.  Performance of Conjugate and Zero-Forcing Beamforming in Large-Scale Antenna Systems , 2013, IEEE Journal on Selected Areas in Communications.

[33]  R. Couillet,et al.  Random Matrix Methods for Wireless Communications , 2011 .

[34]  Erik G. Larsson,et al.  Aspects of favorable propagation in Massive MIMO , 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

[35]  Inkyu Lee,et al.  Generalized channel inversion methods for multiuser MIMO systems , 2009, IEEE Transactions on Communications.

[36]  A. Lee Swindlehurst,et al.  A vector-perturbation technique for near-capacity multiantenna multiuser communication-part I: channel inversion and regularization , 2005, IEEE Transactions on Communications.

[37]  Giuseppe Caire,et al.  Massive-MIMO Meets HetNet: Interference Coordination Through Spatial Blanking , 2014, IEEE Journal on Selected Areas in Communications.

[38]  Joseph M. Kahn,et al.  Fading correlation and its effect on the capacity of multielement antenna systems , 2000, IEEE Trans. Commun..