Reduced Switching Connectivity for Large Scale Antenna Selection

In this paper, we explore reduced-connectivity radio frequency (RF) switching networks for reducing the analog hardware complexity and switching power losses in antenna selection (AS) systems. In particular, we analyze different hardware architectures for implementing the RF switching matrices required in AS designs with a reduced number of RF chains. We explicitly show that fully-flexible switching matrices, which facilitate the selection of any possible subset of antennas and attain the maximum theoretical sum rates of AS, present numerous drawbacks such as the introduction of significant insertion losses, particularly pronounced in massive multiple-input multiple-output (MIMO) systems. Since these disadvantages make fully-flexible switching suboptimal in the energy efficiency sense, we further consider partially-connected switching networks as an alternative switching architecture with reduced hardware complexity, which we characterize in this work. In this context, we also analyze the impact of reduced switching connectivity on the analog hardware and digital signal processing of AS schemes that rely on received signal power information. Overall, the analytical and simulation results shown in this paper demonstrate that partially-connected switching maximizes the energy efficiency of massive MIMO systems for a reduced number of RF chains, while fully-flexible switching offers sub-optimal energy efficiency benefits due to its significant switching power losses.

[1]  Cihan Tepedelenlioglu,et al.  Antenna Selection for MIMO-OFDM Systems With Channel Estimation Error , 2009, IEEE Transactions on Vehicular Technology.

[2]  Lajos Hanzo,et al.  Spatial Modulation for Generalized MIMO: Challenges, Opportunities, and Implementation , 2014, Proceedings of the IEEE.

[3]  S. Lucyszyn,et al.  RF MEMS for antenna applications , 2013, 2013 7th European Conference on Antennas and Propagation (EuCAP).

[4]  Robert W. Heath,et al.  Spatially Sparse Precoding in Millimeter Wave MIMO Systems , 2013, IEEE Transactions on Wireless Communications.

[5]  Lajos Hanzo,et al.  Single-Carrier Spatial Modulation: A Promising Design for Large-Scale Broadband Antenna Systems , 2016 .

[6]  Joonhyuk Kang,et al.  Energy efficiency analysis with circuit power consumption in massive MIMO systems , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[7]  Hongyuan Zhang,et al.  Implementation Aspects of Antenna Selection for MIMO Systems , 2006, 2006 First International Conference on Communications and Networking in China.

[8]  T.L. Marzetta,et al.  How Much Training is Required for Multiuser Mimo? , 2006, 2006 Fortieth Asilomar Conference on Signals, Systems and Computers.

[9]  Lajos Hanzo,et al.  Survey of Large-Scale MIMO Systems , 2015, IEEE Communications Surveys & Tutorials.

[10]  Robert W. Heath,et al.  Hybrid MIMO Architectures for Millimeter Wave Communications: Phase Shifters or Switches? , 2015, IEEE Access.

[11]  D. Pozar Microwave Engineering , 1990 .

[12]  Robert W. Heath,et al.  Antenna selection for spatial multiplexing systems with linear receivers , 2001, IEEE Communications Letters.

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

[14]  Lingyang Song,et al.  Energy Efficiency of Large-Scale Multiple Antenna Systems with Transmit Antenna Selection , 2014, IEEE Transactions on Communications.

[15]  Anthony Collins,et al.  A Heterogeneous 3D-IC Consisting of Two 28 nm FPGA Die and 32 Reconfigurable High-Performance Data Converters , 2014, IEEE Journal of Solid-State Circuits.

[16]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[17]  Le Chung Tran,et al.  Antenna Selection Strategies for MIMO-OFDM Wireless Systems: An Energy Efficiency Perspective , 2016, IEEE Transactions on Vehicular Technology.

[18]  Aria Nosratinia,et al.  Capacity of MIMO Channels With Antenna Selection , 2007, IEEE Transactions on Information Theory.

[19]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

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

[21]  Aditya Dua,et al.  Receive antenna selection in MIMO systems using convex optimization , 2006, IEEE Transactions on Wireless Communications.

[22]  Moe Z. Win,et al.  Capacity of MIMO systems with antenna selection , 2005 .

[23]  R.R. Mansour,et al.  Scalable RF MEMS Switch Matrices: Methodology and Design , 2009, IEEE Transactions on Microwave Theory and Techniques.

[24]  P. Mousavi,et al.  Integrated interconnect networks for RF switch matrix applications , 2005, IEEE Transactions on Microwave Theory and Techniques.

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

[26]  R. R. Mansour,et al.  RF MEMS Satellite Switch Matrices , 2011, IEEE Microwave Magazine.

[27]  Muhammad Ali Imran,et al.  Cellular Energy Efficiency Evaluation Framework , 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

[28]  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.

[29]  Mischa Dohler,et al.  A Power Scaling Analysis of Norm-Based Antenna Selection Techniques , 2008, IEEE Transactions on Wireless Communications.

[30]  Christos Masouros,et al.  Low-Complexity Compressive Sensing Detection for Spatial Modulation in Large-Scale Multiple Access Channels , 2015, IEEE Transactions on Communications.

[31]  M. Daneshmand,et al.  Monolithic RF MEMS Switch Matrix Integration , 2006, 2006 IEEE MTT-S International Microwave Symposium Digest.

[32]  Erik G. Larsson,et al.  Multi-Switch for Antenna Selection in Massive MIMO , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).

[33]  Jeffrey G. Andrews,et al.  What Will 5G Be? , 2014, IEEE Journal on Selected Areas in Communications.

[34]  Walter Gautschi,et al.  Numerical Analysis , 1978, Mathemagics: A Magical Journey Through Advanced Mathematics.

[35]  George N. Karystinos,et al.  Maximum-SNR Antenna Selection Among a Large Number of Transmit Antennas , 2014, IEEE Journal of Selected Topics in Signal Processing.

[36]  S. Gupta,et al.  Order Statistics from the Gamma Distribution , 1960 .

[37]  Erik G. Larsson,et al.  Massive MIMO in Real Propagation Environments: Do All Antennas Contribute Equally? , 2015, IEEE Transactions on Communications.

[38]  Shihua Zhu,et al.  Adaptive antenna selection and Tx/Rx beamforming for large-scale MIMO systems in 60 GHz channels , 2011, EURASIP J. Wirel. Commun. Netw..

[39]  Andrea J. Goldsmith,et al.  Duality, achievable rates, and sum-rate capacity of Gaussian MIMO broadcast channels , 2003, IEEE Trans. Inf. Theory.

[40]  S. Safavi-Naeini,et al.  Switch loss and antenna directivity effects on MIMO antenna selection , 2008, 2008 Canadian Conference on Electrical and Computer Engineering.

[41]  Wei Zhong,et al.  RAISE: A New Fast Transmit Antenna Selection Algorithm for Massive MIMO Systems , 2015, Wirel. Pers. Commun..

[42]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[43]  Wessam Ajib,et al.  Feedback Reduction and Efficient Antenna Selection for Massive MIMO System , 2015, 2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall).

[44]  M. Win,et al.  Fast algorithms for antenna selection in MIMO systems , 2003, 2003 IEEE 58th Vehicular Technology Conference. VTC 2003-Fall (IEEE Cat. No.03CH37484).

[45]  A Guide To RF Switching Systems , 2008 .

[46]  A. Niknejad Electromagnetics for High-Speed Analog and Digital Communication Circuits: Microwave circuits , 2007 .

[47]  Zhouyue Pi,et al.  An introduction to millimeter-wave mobile broadband systems , 2011, IEEE Communications Magazine.

[48]  Ali Ghrayeb,et al.  Performance analysis of MIMO systems with antenna selection over quasi-static fading channels , 2003, IEEE Trans. Veh. Technol..

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

[50]  Jeffrey G. Andrews,et al.  Fundamentals of Lte , 2010 .

[51]  Kentaro Nishimori,et al.  Performance evaluation by antenna selection using real propagation channel on massive MIMO , 2014, 2014 IEEE International Workshop on Electromagnetics (iWEM).

[52]  Andreas F. Molisch,et al.  MIMO systems with antenna selection - an overview , 2003, Radio and Wireless Conference, 2003. RAWCON '03. Proceedings.

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

[54]  A.F. Molisch,et al.  MIMO systems with antenna selection , 2004, IEEE Microwave Magazine.

[55]  Thomas L. Marzetta,et al.  Total energy efficiency of cellular large scale antenna system multiple access mobile networks , 2013, 2013 IEEE Online Conference on Green Communications (OnlineGreenComm).

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

[57]  Robert W. Heath,et al.  Antenna selection for spatial multiplexing systems based on minimum error rate , 2001, ICC 2001. IEEE International Conference on Communications. Conference Record (Cat. No.01CH37240).

[58]  Victor C. M. Leung,et al.  Transmit Antenna Selection for Downlink Transmission in a Massively Distributed Antenna System Using Convex Optimization , 2012, 2012 Seventh International Conference on Broadband, Wireless Computing, Communication and Applications.

[59]  P. R. Krishnaiah,et al.  Tables for the moments of gamma order statistics , 1967 .

[60]  Andreas F. Molisch,et al.  Training for Antenna Selection in Time-Varying Channels: Optimal Selection, Energy Allocation, and Energy Efficiency Evaluation , 2013, IEEE Transactions on Communications.

[61]  Arogyaswami Paulraj,et al.  Receive antenna selection for MIMO spatial multiplexing: theory and algorithms , 2003, IEEE Trans. Signal Process..

[62]  Christos Masouros,et al.  Interference-Driven Antenna Selection for Massive Multiuser MIMO , 2016, IEEE Transactions on Vehicular Technology.

[63]  Yingbin Liang,et al.  Correlated MIMO wireless channels: capacity, optimal signaling, and asymptotics , 2005, IEEE Transactions on Information Theory.

[64]  Robert W. Heath,et al.  Shifting the MIMO Paradigm , 2007, IEEE Signal Processing Magazine.

[65]  Andrea J. Goldsmith,et al.  Capacity limits of MIMO channels , 2003, IEEE J. Sel. Areas Commun..

[66]  Huaiyu Dai,et al.  On the Diversity Order of Spatial Multiplexing Systems With Transmit Antenna Selection: A Geometrical Approach , 2006, IEEE Transactions on Information Theory.

[67]  Aria Nosratinia,et al.  Antenna selection in MIMO systems , 2004, IEEE Communications Magazine.