Antenna Arrays for Line-of-Sight Massive MIMO: Half Wavelength is not Enough

The aim of this paper is to analyze the array synthesis for 5 G massive MIMO systems in the line-of-sight working condition. The main result of the numerical investigation performed is that non-uniform arrays are the natural choice in this kind of application. In particular, by using non-equispaced arrays, we show that it is possible to achieve a better average condition number of the channel matrix and a significantly higher spectral efficiency. Furthermore, we verify that increasing the array size is beneficial also for circular arrays, and we provide some useful rules-of-thumb for antenna array design for massive MIMO applications. These results are in contrast to the widely-accepted idea in the 5 G massive MIMO literature, in which the half-wavelength linear uniform array is universally adopted.

[1]  Andrea Massa,et al.  Sparsening Conformal Arrays Through a Versatile $BCS$-Based Method , 2014, IEEE Transactions on Antennas and Propagation.

[2]  A. Massa,et al.  Linear Array Thinning Exploiting Almost Difference Sets , 2009, IEEE Transactions on Antennas and Propagation.

[3]  Cheng Tao,et al.  Channel capacity investigation of a linear massive MIMO system using spherical wave model in LOS scenarios , 2016, Science China Information Sciences.

[4]  Randy L. Haupt,et al.  Thinned arrays using genetic algorithms , 1993, Proceedings of IEEE Antennas and Propagation Society International Symposium.

[5]  Giancarlo Prisco,et al.  Maximally Sparse, Steerable, and Nonsuperdirective Array Antennas via Convex Optimizations , 2016, IEEE Transactions on Antennas and Propagation.

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

[7]  Youngchul Sung,et al.  Randomly-Directional Beamforming in Millimeter-Wave Multiuser MISO Downlink , 2014, IEEE Transactions on Wireless Communications.

[8]  Marco Donald Migliore,et al.  Comparison Guidelines and Benchmark Procedure for Sparse Array Synthesis , 2016 .

[9]  A. Massa,et al.  LINEAR ANTENNA SYNTHESIS WITH A HYBRID GENETIC ALGORITHM , 2004 .

[10]  A. Lee Swindlehurst,et al.  Millimeter-wave massive MIMO: the next wireless revolution? , 2014, IEEE Communications Magazine.

[11]  John Darzentas,et al.  Problem Complexity and Method Efficiency in Optimization , 1983 .

[12]  Fredrik Tufvesson,et al.  Massive MIMO Performance Evaluation Based on Measured Propagation Data , 2014, IEEE Transactions on Wireless Communications.

[13]  Paolo Rocca,et al.  Unconventional Phased Array Architectures and Design Methodologies—A Review , 2016, Proceedings of the IEEE.

[14]  Z. Nie,et al.  Reducing the Number of Elements in a Linear Antenna Array by the Matrix Pencil Method , 2008, IEEE Transactions on Antennas and Propagation.

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

[16]  Franz Hlawatsch,et al.  Efficient detection algorithms for MIMO channels: a geometrical approach to approximate ML detection , 2003, IEEE Trans. Signal Process..

[17]  Michail Matthaiou,et al.  Space-Constrained Massive MIMO: Hitting the Wall of Favorable Propagation , 2015, IEEE Commun. Lett..

[18]  M. Salazar-Palma,et al.  A survey of various propagation models for mobile communication , 2003 .

[19]  Emil Björnson,et al.  Optimal Design of Energy-Efficient Multi-User MIMO Systems: Is Massive MIMO the Answer? , 2014, IEEE Transactions on Wireless Communications.

[20]  V. Murino,et al.  Stochastic optimization of linear sparse arrays , 1999 .

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

[22]  Yi Hong,et al.  MIMO Precoding With X- and Y-Codes , 2011, IEEE Transactions on Information Theory.

[23]  Youngchul Sung,et al.  On the performance of randomly directional beamforming between line-of-sight and rich scattering channels , 2015, 2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[24]  George V. Tsoulos,et al.  MIMO System Technology for Wireless Communications , 2006 .

[25]  Cheng Tao,et al.  The Benefits of Large-Scale Attenuation over the Antenna Array in Massive MIMO Systems , 2016, 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall).

[26]  Erik G. Larsson,et al.  On ergodic rates and optimal array geometry in line-of-sight massive MIMO , 2016, 2016 IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[27]  Sean A. Ramprashad,et al.  Achieving "Massive MIMO" Spectral Efficiency with a Not-so-Large Number of Antennas , 2011, IEEE Transactions on Wireless Communications.

[28]  Geoffrey Ye Li,et al.  An Overview of Massive MIMO: Benefits and Challenges , 2014, IEEE Journal of Selected Topics in Signal Processing.

[29]  Robert J. Mailloux,et al.  Phased Array Antenna Handbook , 1993 .

[30]  Marco Donald Migliore Some Electromagnetic Limitations on the Number of Users in MU-MIMO Communication Systems , 2014, IEEE Antennas and Wireless Propagation Letters.

[31]  Robert W. Heath,et al.  Five disruptive technology directions for 5G , 2013, IEEE Communications Magazine.

[32]  Ali M. Niknejad,et al.  Design of Energy- and Cost-Efficient Massive MIMO Arrays , 2016, Proceedings of the IEEE.

[33]  K. Borner,et al.  Channel modelling for the fifth generation mobile communications , 2014, The 8th European Conference on Antennas and Propagation (EuCAP 2014).

[34]  Liesbet Van der Perre,et al.  Exploration of User Separation Capabilities by Distributed Large Antenna Arrays , 2016, 2016 IEEE Globecom Workshops (GC Wkshps).

[35]  A. Massa,et al.  Peak sidelobe level reduction with a hybrid approach based on GAs and difference sets , 2004, IEEE Transactions on Antennas and Propagation.

[36]  Gerald Matz,et al.  Low-Complexity and Full-Diversity MIMO Detection Based on Condition Number Thresholding , 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

[37]  Gene H. Golub,et al.  Matrix computations , 1983 .

[38]  Zhi Chen,et al.  Spherical Wave Channel and Analysis for Large Linear Array in LoS Conditions , 2015, 2015 IEEE Globecom Workshops (GC Wkshps).

[39]  R. Leahy,et al.  On the design of maximally sparse beamforming arrays , 1991 .

[40]  Chiung-Jang Chen,et al.  Performance Analysis of Scheduling in Multiuser MIMO Systems with Zero-Forcing Receivers , 2007, IEEE Journal on Selected Areas in Communications.

[41]  Marco Donald Migliore,et al.  A Compressive-Sensing Inspired Alternate Projection Algorithm for Sparse Array Synthesis , 2016 .

[42]  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.

[43]  Stefano Perna,et al.  Synthesis of Isophoric Sparse Arrays Allowing Zoomable Beams and Arbitrary Coverage in Satellite Communications , 2015, IEEE Transactions on Antennas and Propagation.

[44]  Tommy Svensson,et al.  The role of small cells, coordinated multipoint, and massive MIMO in 5G , 2014, IEEE Communications Magazine.

[45]  Stefano Perna,et al.  Interleaved Isophoric Sparse Arrays for the Radiation of Steerable and Switchable Beams in Satellite Communications , 2017, IEEE Transactions on Antennas and Propagation.

[46]  Paolo Rocca,et al.  Reconfigurable Thinning for the Adaptive Control of Linear Arrays , 2013, IEEE Transactions on Antennas and Propagation.

[47]  Mérouane Debbah,et al.  Massive MIMO: How many antennas do we need? , 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

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

[49]  Cheng Tao,et al.  Geometry based large scale attenuation over linear massive MIMO systems , 2016, 2016 10th European Conference on Antennas and Propagation (EuCAP).

[50]  Emil Björnson,et al.  Massive MIMO: ten myths and one critical question , 2015, IEEE Communications Magazine.

[51]  A. Massa,et al.  Planar antenna array control with genetic algorithms and adaptive array theory , 2004, IEEE Transactions on Antennas and Propagation.

[52]  Boon Loong Ng,et al.  Full-dimension MIMO (FD-MIMO) for next generation cellular technology , 2013, IEEE Communications Magazine.

[53]  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.