Massive MIMO Technology

The escalating tele-traffic growth imposed by the proliferation of smart-phones and tablet computers outstrips the capacity increase of wireless communications networks. Furthermore, it results in substantially increased carbon dioxide emissions. As a powerful countermeasure, in the case of full-rank channel matrices, MIMO techniques are potentially capable of linearly increasing the capacity or decreasing the transmit power upon commensurately increasing the number of antennas. Hence, the concept of massive MIMO systems has attracted substantial research attention and been regarded as a promising technique for next-generation wireless communications networks. Therefore, this chapter surveys the state-of-the-art of massive MIMO systems. Firstly, some typical application scenarios are classified and analyzed. Then, key techniques of both the physical layer and network layer are also detailed. Finally, we conclude this chapter.

[1]  Ying-Chang Liang,et al.  Block-iterative generalized decision feedback equalizers for large MIMO systems: algorithm design and asymptotic performance analysis , 2006, IEEE Transactions on Signal Processing.

[2]  Jeffrey G. Andrews,et al.  Analytical Evaluation of Fractional Frequency Reuse for OFDMA Cellular Networks , 2011, IEEE Transactions on Wireless Communications.

[3]  David Gesbert,et al.  A Coordinated Approach to Channel Estimation in Large-Scale Multiple-Antenna Systems , 2012, IEEE Journal on Selected Areas in Communications.

[4]  Lajos Hanzo,et al.  A Low-Complexity Cross-Layer Algorithm for Coordinated Downlink Scheduling and Robust Beamforming Under a Limited Feedback Constraint , 2014, IEEE Transactions on Vehicular Technology.

[5]  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.

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

[7]  Yao Ma,et al.  Error performance of transmit beamforming with delayed and limited feedback , 2009, IEEE Transactions on Wireless Communications.

[8]  A. Lee Swindlehurst,et al.  A vector-perturbation technique for near-capacity multiantenna multiuser communication-part II: perturbation , 2005, IEEE Transactions on Communications.

[9]  Yan Chen,et al.  Massive MIMO architecture for 5G networks: Co-located, or distributed? , 2014, 2014 11th International Symposium on Wireless Communications Systems (ISWCS).

[10]  Brian L. Hughes,et al.  Diversity Limits of Compact Broadband Multi-Antenna Systems , 2012, IEEE Journal on Selected Areas in Communications.

[11]  Sean A. Ramprashad,et al.  Achieving large spectral efficiencies from MU-MIMO with tens of antennas: Location-adaptive TDD MU-MIMO design and user scheduling , 2010, 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers.

[12]  Fredrik Tufvesson,et al.  Linear Pre-Coding Performance in Measured Very-Large MIMO Channels , 2011, 2011 IEEE Vehicular Technology Conference (VTC Fall).

[13]  Adel A. M. Saleh,et al.  Distributed Antennas for Indoor Radio Communications , 1987, IEEE Trans. Commun..

[14]  Erik G. Larsson,et al.  Per-Antenna Constant Envelope Precoding for Large Multi-User MIMO Systems , 2012, IEEE Transactions on Communications.

[15]  Marios Kountouris,et al.  HetNets and massive MIMO: Modeling, potential gains, and performance analysis , 2013, 2013 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC).

[16]  Kien T. Truong,et al.  The viability of distributed antennas for massive MIMO systems , 2013, 2013 Asilomar Conference on Signals, Systems and Computers.

[17]  Fredrik Tufvesson,et al.  Measured propagation characteristics for very-large MIMO at 2.6 GHz , 2012, 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

[18]  Li Bai,et al.  On the Relationship Between MMSE-SIC and BI-GDFE Receivers for Large Multiple-Input Multiple-Output Channels , 2008, IEEE Transactions on Signal Processing.

[19]  Sean A. Ramprashad,et al.  Cellular vs. Network MIMO: A comparison including the channel state information overhead , 2009, 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications.

[20]  Robert F. H. Fischer,et al.  Lattice-reduction-aided broadcast precoding , 2004, IEEE Transactions on Communications.

[21]  Christos Masouros,et al.  Correlation Rotation Linear Precoding for MIMO Broadcast Communications , 2011, IEEE Transactions on Signal Processing.

[22]  Emil Björnson,et al.  Massive MIMO Systems With Non-Ideal Hardware: Energy Efficiency, Estimation, and Capacity Limits , 2013, IEEE Transactions on Information Theory.

[23]  Mérouane Debbah,et al.  Making smart use of excess antennas: Massive MIMO, small cells, and TDD , 2013, Bell Labs Technical Journal.

[24]  Kien T. Truong,et al.  Effects of channel aging in massive MIMO systems , 2013, Journal of Communications and Networks.

[25]  Stephen V. Hanly,et al.  Min-max fair coordinated beamforming via large systems analysis , 2011, 2011 IEEE International Symposium on Information Theory Proceedings.

[26]  Giuseppe Caire,et al.  Joint Spatial Division and Multiplexing: Opportunistic Beamforming, User Grouping and Simplified Downlink Scheduling , 2014, IEEE Journal of Selected Topics in Signal Processing.

[27]  C. B. Peel,et al.  On "Dirty-Paper coding" , 2003, IEEE Signal Process. Mag..

[28]  Thomas L. Marzetta,et al.  Argos: practical many-antenna base stations , 2012, Mobicom '12.

[29]  Thomas L. Marzetta,et al.  Pilot Contamination and Precoding in Multi-Cell TDD Systems , 2009, IEEE Transactions on Wireless Communications.

[30]  Stephan ten Brink,et al.  Channel measurements for large antenna arrays , 2012, 2012 International Symposium on Wireless Communication Systems (ISWCS).

[31]  Giuseppe Piro,et al.  Downlink Packet Scheduling in LTE Cellular Networks: Key Design Issues and a Survey , 2013, IEEE Communications Surveys & Tutorials.

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

[33]  Jeffrey G. Andrews,et al.  Multi-Mode Transmission for the MIMO Broadcast Channel with Imperfect Channel State Information , 2009, IEEE Transactions on Communications.

[34]  Thomas L. Marzetta,et al.  Pilot contamination precoding in multi-cell large scale antenna systems , 2012, 2012 IEEE International Symposium on Information Theory Proceedings.

[35]  Guosen Yue,et al.  User Grouping for Massive MIMO in FDD Systems: New Design Methods and Analysis , 2014, IEEE Access.

[36]  Erik G. Larsson,et al.  Uplink performance analysis of multicell MU-MIMO with zero-forcing receivers and perfect CSI , 2011, 2011 IEEE Swedish Communication Technologies Workshop (Swe-CTW).

[37]  Yongming Huang,et al.  Performance analysis on precoding and pilot scheduling in very large MIMO multi-cell systems , 2013, 2013 IEEE Wireless Communications and Networking Conference (WCNC).

[38]  Ralf R. Müller,et al.  Analysis of blind pilot decontamination , 2013, 2013 Asilomar Conference on Signals, Systems and Computers.

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

[40]  Wei Yu,et al.  Large-scale MIMO versus network MIMO for multicell interference mitigation , 2014, 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[41]  Giuseppe Caire,et al.  Massive MIMO and inter-tier interference coordination , 2014, 2014 Information Theory and Applications Workshop (ITA).

[42]  Tommy Svensson,et al.  Advanced interference management in ARTIST4G: Interference avoidance , 2010, The 3rd European Wireless Technology Conference.

[43]  Mérouane Debbah,et al.  Massive MIMO and small cells: How to densify heterogeneous networks , 2013, 2013 IEEE International Conference on Communications (ICC).

[44]  Tiejun Lv,et al.  Pilot design for large-scale multi-cell multiuser MIMO systems , 2013, 2013 IEEE International Conference on Communications (ICC).

[45]  Mérouane Debbah,et al.  Massive MIMO in the UL/DL of Cellular Networks: How Many Antennas Do We Need? , 2013, IEEE Journal on Selected Areas in Communications.

[46]  Tharmalingam Ratnarajah,et al.  Large-Scale MIMO Transmitters in Fixed Physical Spaces: The Effect of Transmit Correlation and Mutual Coupling , 2013, IEEE Transactions on Communications.

[47]  Erik G. Larsson,et al.  Uplink Performance of Time-Reversal MRC in Massive MIMO Systems Subject to Phase Noise , 2013, IEEE Transactions on Wireless Communications.

[48]  Ta-Sung Lee,et al.  Sectorization with beam pattern design using 3D beamforming techniques , 2013, 2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference.

[49]  David Gesbert,et al.  Decontaminating pilots in massive MIMO systems , 2013, 2013 IEEE International Conference on Communications (ICC).

[50]  Derrick Wing Kwan Ng,et al.  Energy-Efficient Resource Allocation in OFDMA Systems with Large Numbers of Base Station Antennas , 2012, IEEE Trans. Wirel. Commun..

[51]  Vincent K. N. Lau,et al.  Hierarchical Interference Mitigation for Massive MIMO Cellular Networks , 2013, IEEE Transactions on Signal Processing.

[52]  Stephan Saur,et al.  Interference avoidance with dynamic vertical beamsteering in real deployments , 2012, 2012 IEEE Wireless Communications and Networking Conference Workshops (WCNCW).

[53]  Robert W. Heath,et al.  Multiuser MIMO in Distributed Antenna Systems With Out-of-Cell Interference , 2011, IEEE Transactions on Signal Processing.

[54]  Erik G. Larsson,et al.  EVD-based channel estimation in multicell multiuser MIMO systems with very large antenna arrays , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[55]  Wenbo Wang,et al.  Tabu Search Detection for MIMO Systems , 2007, 2007 IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications.

[56]  Lin Dai,et al.  A Comparative Study of Downlink MIMO Cellular Networks With Co-Located and Distributed Base-Station Antennas , 2014, IEEE Transactions on Wireless Communications.

[57]  Yichao Huang,et al.  Joint Beamforming and Power Control in Coordinated Multicell: Max-Min Duality, Effective Network and Large System Transition , 2013, IEEE Transactions on Wireless Communications.

[58]  Yichao Huang,et al.  Multicell network duality with instantaneous and statistical channel information: A nonlinear Perron-Frobenius characterization , 2012, 2012 46th Annual Conference on Information Sciences and Systems (CISS).

[59]  Thomas L. Marzetta,et al.  Inter-Cell Interference in Noncooperative TDD Large Scale Antenna Systems , 2013, IEEE Journal on Selected Areas in Communications.

[60]  Ralf R. Müller,et al.  Blind Pilot Decontamination , 2013, IEEE Journal of Selected Topics in Signal Processing.

[61]  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.

[62]  Yongbin Wei,et al.  A survey on 3GPP heterogeneous networks , 2011, IEEE Wireless Communications.

[63]  Vincent K. N. Lau,et al.  Distributed Compressive CSIT Estimation and Feedback for FDD Multi-User Massive MIMO Systems , 2014, IEEE Transactions on Signal Processing.

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

[65]  Thomas L. Marzetta,et al.  Multiple-antenna channel hardening and its implications for rate feedback and scheduling , 2004, IEEE Transactions on Information Theory.

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

[67]  Antonia Maria Tulino,et al.  Network MIMO With Linear Zero-Forcing Beamforming: Large System Analysis, Impact of Channel Estimation, and Reduced-Complexity Scheduling , 2010, IEEE Transactions on Information Theory.

[68]  Koon Hoo Teo,et al.  Adaptive Soft Frequency Reuse for Inter-Cell Interference Coordination in SC-FDMA Based 3GPP LTE Uplinks , 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

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

[70]  Stephen V. Hanly,et al.  Min-Max Power Allocation in Cellular Networks With Coordinated Beamforming , 2013, IEEE Journal on Selected Areas in Communications.

[71]  Erik G. Larsson,et al.  The Multicell Multiuser MIMO Uplink with Very Large Antenna Arrays and a Finite-Dimensional Channel , 2013, IEEE Transactions on Communications.

[72]  Paul de Kerret,et al.  Degrees of Freedom of the Network MIMO Channel With Distributed CSI , 2012, IEEE Transactions on Information Theory.