Massive MIMO-Enabled Full-Duplex Cellular Networks

We provide a theoretical framework for the study of massive multiple-input multiple-output (MIMO)-enabled full-duplex (FD) cellular networks in which the residual self-interference (SI) channels follow the Rician distribution and other channels are Rayleigh distributed. In order to facilitate bi-directional wireless functionality, we adopt: 1) in the downlink (DL), a linear zero-forcing (ZF) with SI-nulling precoding scheme at the FD base stations and 2) in the uplink (UL), an SI-aware fractional power control mechanism at the FD mobile terminals. Linear ZF receivers are further utilized for signal detection in the UL. The results indicate that the UL rate bottleneck in the FD baseline single-input single-output system can be overcome via exploiting massive MIMO. On the other hand, the findings may be viewed as a reality-check, since we show that, under state-of-the-art system parameters, the spectral efficiency gain of FD massive MIMO over its half-duplex counterpart is largely limited by the cross-mode interference between the DL and the UL. In point of fact, the anticipated twofold increase in SE is shown to be only achievable when the number of antennas tends to be infinitely large.

[1]  Wan Choi,et al.  Beamforming for Full-Duplex Multiuser MIMO Systems , 2016, IEEE Transactions on Vehicular Technology.

[2]  Geoffrey Ye Li,et al.  Full-Duplex Cellular Networks: It Works! , 2016, ArXiv.

[3]  Karthikeyan Sundaresan,et al.  Scaling wireless full-duplex in multi-cell networks , 2015, 2015 IEEE Conference on Computer Communications (INFOCOM).

[4]  Khairi Ashour Hamdi,et al.  A useful lemma for capacity analysis of fading interference channels , 2010, IEEE Transactions on Communications.

[5]  Robert W. Heath,et al.  Analyzing Uplink SINR and Rate in Massive MIMO Systems Using Stochastic Geometry , 2015, IEEE Transactions on Communications.

[6]  Marios Kountouris,et al.  Full-Duplex MIMO Small-Cell Networks With Interference Cancellation , 2016, IEEE Transactions on Wireless Communications.

[7]  Jie Tang,et al.  Exact SINR Statistics in the Presence of Heterogeneous Interferers , 2015, IEEE Transactions on Information Theory.

[8]  Peng Liu,et al.  Power Allocation for Full-Duplex Relaying-Based D2D Communication Underlaying Cellular Networks , 2015, IEEE Transactions on Vehicular Technology.

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

[10]  Mohamed-Slim Alouini,et al.  In-Band Full-Duplex Communications for Cellular Networks with Partial Uplink/Downlink Overlap , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).

[11]  Constantinos Psomas,et al.  Impact of Directionality on Interference Mitigation in Full-Duplex Cellular Networks , 2016, IEEE Transactions on Wireless Communications.

[12]  Kai-Kit Wong,et al.  Design, Modeling, and Performance Analysis of Multi-Antenna Heterogeneous Cellular Networks , 2016, IEEE Transactions on Communications.

[13]  Constantinos Psomas,et al.  Directional Antennas for Interference Management in Full-Duplex Cellular Networks , 2016, ArXiv.

[14]  Joseph R. Cavallaro,et al.  Full-duplex in large-scale wireless systems , 2013, 2013 Asilomar Conference on Signals, Systems and Computers.

[15]  Tho Le-Ngoc,et al.  Full-Duplex MIMO Precoding for Sum-Rate Maximization With Sequential Convex Programming , 2015, IEEE Transactions on Vehicular Technology.

[16]  Martin Haardt,et al.  Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels , 2004, IEEE Transactions on Signal Processing.

[17]  Dongkyu Kim,et al.  A Survey of In-Band Full-Duplex Transmission: From the Perspective of PHY and MAC Layers , 2015, IEEE Communications Surveys & Tutorials.

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

[19]  Nicola Marchetti,et al.  Throughput and coverage for a mixed full and half duplex small cell network , 2016, 2016 IEEE International Conference on Communications (ICC).

[20]  Daesik Hong,et al.  Performance Analysis of Self-Interference Cancellation in Full-Duplex Large-Scale MIMO Systems , 2016, 2016 IEEE Global Communications Conference (GLOBECOM).

[21]  Caijun Zhong,et al.  Throughput Analysis and Optimization of Wireless-Powered Multiple Antenna Full-Duplex Relay Systems , 2016, IEEE Transactions on Communications.

[22]  Anthony Ephremides,et al.  Relay-Assisted Multiple Access With Full-Duplex Multi-Packet Reception , 2013, IEEE Transactions on Wireless Communications.

[23]  Yue Chen,et al.  Spectrum and Energy Efficiency in Massive MIMO Enabled HetNets: A Stochastic Geometry Approach , 2015, IEEE Communications Letters.

[24]  Jeffrey G. Andrews,et al.  Why to decouple the uplink and downlink in cellular networks and how to do it , 2015, IEEE Communications Magazine.

[25]  Stefan Parkvall,et al.  Evolution of LTE toward IMT-advanced , 2011, IEEE Communications Magazine.

[26]  Marco Di Renzo,et al.  Average Rate of Downlink Heterogeneous Cellular Networks over Generalized Fading Channels: A Stochastic Geometry Approach , 2013, IEEE Transactions on Communications.

[27]  Risto Wichman,et al.  In-Band Full-Duplex Wireless: Challenges and Opportunities , 2013, IEEE Journal on Selected Areas in Communications.

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

[29]  Matti Latva-aho,et al.  Precoding for Full Duplex Multiuser MIMO Systems: Spectral and Energy Efficiency Maximization , 2013, IEEE Transactions on Signal Processing.

[30]  Kai-Kit Wong,et al.  Full-duplex versus half-duplex large scale antenna system , 2017, 2017 IEEE International Conference on Communications Workshops (ICC Workshops).

[31]  Ashutosh Sabharwal,et al.  Experiment-Driven Characterization of Full-Duplex Wireless Systems , 2011, IEEE Transactions on Wireless Communications.

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

[33]  Ashutosh Sabharwal,et al.  Large Antenna Analysis of Multi-Cell Full-Duplex Networks , 2016, ArXiv.

[34]  Mohamed-Slim Alouini,et al.  Flexible Design for $\alpha $ -Duplex Communications in Multi-Tier Cellular Networks , 2016, IEEE Transactions on Communications.

[35]  Kai-Kit Wong,et al.  Design and Analysis of Full-Duplex Massive MIMO Cellular Networks , 2016, 2016 IEEE Globecom Workshops (GC Wkshps).

[36]  Kai-Kit Wong,et al.  Self-Interference in Full-Duplex Multi-User MIMO Channels , 2017, IEEE Communications Letters.

[37]  Jie Tang,et al.  A Unified Model for the Design and Analysis of Spatially-Correlated Load-Aware HetNets , 2014, IEEE Transactions on Communications.

[38]  Alireza Sadeghi,et al.  Statistical QoS analysis of full duplex and half duplex heterogeneous cellular networks , 2016, 2016 IEEE International Conference on Communications (ICC).

[39]  Geoffrey Ye Li,et al.  Full duplex communications [Guest Editorial] , 2015, IEEE Commun. Mag..

[40]  Jeffrey G. Andrews,et al.  Analytical Modeling of Uplink Cellular Networks , 2012, IEEE Transactions on Wireless Communications.

[41]  Matti Latva-aho,et al.  On the Spectral Efficiency of Full-Duplex Small Cell Wireless Systems , 2014, IEEE Transactions on Wireless Communications.

[42]  Sooyong Choi,et al.  Antenna Ratio for Sum-Rate Maximization in Full-Duplex Large-Array Base Station With Half-Duplex Multiantenna Users , 2016, IEEE Transactions on Vehicular Technology.

[43]  Giuseppe Caire,et al.  Multiuser MIMO Achievable Rates With Downlink Training and Channel State Feedback , 2007, IEEE Transactions on Information Theory.

[44]  Cheng-Xiang Wang,et al.  Spectral, Energy, and Economic Efficiency of 5G Multicell Massive MIMO Systems With Generalized Spatial Modulation , 2016, IEEE Transactions on Vehicular Technology.

[45]  Mohamed-Slim Alouini,et al.  In-Band Full-Duplex Communications for Cellular Networks with Partial Uplink/Downlink Overlap , 2014, GLOBECOM 2014.

[46]  Lim Yeon-Geun,et al.  Performance Analysis of Self-Interference Cancellation in Full-Duplex Large-Scale MIMO Systems , 2016 .

[47]  Chan-Byoung Chae,et al.  Prototyping real-time full duplex radios , 2015, IEEE Communications Magazine.

[48]  Marco Di Renzo,et al.  Analytical Modeling of Interference Aware Power Control for the Uplink of Heterogeneous Cellular Networks , 2016, IEEE Transactions on Wireless Communications.

[49]  Marios Kountouris,et al.  Full-Duplex MIMO Small-Cell Networks: Performance Analysis , 2014, GLOBECOM 2014.

[50]  Ashutosh Sabharwal,et al.  Passive Self-Interference Suppression for Full-Duplex Infrastructure Nodes , 2013, IEEE Transactions on Wireless Communications.

[51]  Tommy Svensson,et al.  Exploiting full duplex for device-to-device communications in heterogeneous networks , 2015, IEEE Communications Magazine.

[52]  Marco Di Renzo,et al.  Stochastic Geometry Modeling and System-Level Analysis of Uplink Heterogeneous Cellular Networks With Multi-Antenna Base Stations , 2016, IEEE Transactions on Communications.

[53]  Kai-Kit Wong,et al.  Secrecy and Energy Efficiency in Massive MIMO Aided Heterogeneous C-RAN: A New Look at Interference , 2016, IEEE Journal of Selected Topics in Signal Processing.

[54]  Victor Adamchik,et al.  The algorithm for calculating integrals of hypergeometric type functions and its realization in REDUCE system , 1990, ISSAC '90.

[55]  Chintha Tellambura,et al.  Full-duplex cloud-RAN with uplink/downlink remote radio head association , 2016, 2016 IEEE International Conference on Communications (ICC).

[56]  Ashutosh Sabharwal,et al.  Asymptotic Analysis of MIMO Multi-Cell Full-Duplex Networks , 2017, IEEE Transactions on Wireless Communications.

[57]  Young Jin Sang,et al.  On the Uplink SIR Distributions in Heterogeneous Cellular Networks , 2014, IEEE Communications Letters.

[58]  D. Stoyan,et al.  Stochastic Geometry and Its Applications , 1989 .

[59]  John A. Nelder,et al.  A Simplex Method for Function Minimization , 1965, Comput. J..

[60]  Pei Liu,et al.  Full duplex cellular systems: will doubling interference prevent doubling capacity? , 2015, IEEE Communications Magazine.