Large-System Analysis of AF Full-Duplex Massive MIMO Two-Way MRC/MRT Relaying

The massive multiple-input multiple-output (MIMO) full-duplex two-way relaying (FD-TWR) literature has extensively investigated power scaling for rate guarantees by considering a fixed number of users. We investigate the pairwise error probability (PEP) and the per-user rate of a FD-TWR with <inline-formula> <tex-math notation="LaTeX">$N_{r}$ </tex-math></inline-formula> relay antennas that employs maximal ratio combining/transmission to enable two-way communication between <inline-formula> <tex-math notation="LaTeX">$K$ </tex-math></inline-formula> FD users. We propose novel relay and user powers scalings, with both <inline-formula> <tex-math notation="LaTeX">$N_{r}$ </tex-math></inline-formula> and <inline-formula> <tex-math notation="LaTeX">$K$ </tex-math></inline-formula> tending to infinity, and show that the PEP of each user converges almost surely to its AWGN counterpart. These power scalings are different from the existing ones, which are derived by fixing <inline-formula> <tex-math notation="LaTeX">$K$ </tex-math></inline-formula> and by assuming that only <inline-formula> <tex-math notation="LaTeX">$N_{r}$ </tex-math></inline-formula> tends to large values. We show that the analysis developed herein applies to both Gaussian and non-Gaussian complex channels with finite number of moments. We numerically show that when both <inline-formula> <tex-math notation="LaTeX">$K$ </tex-math></inline-formula> and <inline-formula> <tex-math notation="LaTeX">$N_{r}$ </tex-math></inline-formula> increase concurrently to large values, the proposed power scaling schemes not only have better per-user PEP and rate than the existing schemes, but they are also robust to the FD self loop-interference power.

[1]  Martin L. Hazelton,et al.  Methods of Moments Estimation , 2011, International Encyclopedia of Statistical Science.

[2]  H. Vincent Poor,et al.  Impact of Antenna Correlation on Full-Duplex Two-Way Massive MIMO Relaying Systems , 2018, IEEE Transactions on Wireless Communications.

[3]  Taneli Riihonen,et al.  Mitigation of Loopback Self-Interference in Full-Duplex MIMO Relays , 2011, IEEE Transactions on Signal Processing.

[4]  Tiejun Lv,et al.  Power Allocation Optimization for Energy-Efficient Massive MIMO Aided Multi-Pair Decode-and-Forward Relay Systems , 2017, IEEE Transactions on Communications.

[5]  Emil Björnson,et al.  Multipair Two-Way Half-Duplex DF Relaying With Massive Arrays and Imperfect CSI , 2018, IEEE Transactions on Wireless Communications.

[6]  Ying-Chang Liang,et al.  Spectral Efficiency and Relay Energy Efficiency of Full-Duplex Relay Channel , 2017, IEEE Transactions on Wireless Communications.

[7]  Bin Xia,et al.  Spectral and Energy Efficiency of Multipair Two-Way Full-Duplex Relay Systems With Massive MIMO , 2016, IEEE Journal on Selected Areas in Communications.

[8]  Emil Björnson,et al.  Massive MIMO with multi-cell MMSE processing: exploiting all pilots for interference suppression , 2015, EURASIP J. Wirel. Commun. Netw..

[9]  Shi Jin,et al.  Multipair Massive MIMO Two-Way Full-Duplex Relay Systems with Hardware Impairments , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[10]  A. Paulraj,et al.  MIMO Wireless Linear Precoding , 2007, IEEE Signal Processing Magazine.

[11]  David Williams,et al.  Probability with Martingales , 1991, Cambridge mathematical textbooks.

[12]  Wei Xie,et al.  Achievable rate of full-duplex massive MIMO relaying with hardware impairments , 2015, 2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM).

[13]  Erik G. Larsson,et al.  Multipair Full-Duplex Relaying With Massive Arrays and Linear Processing , 2014, IEEE Journal on Selected Areas in Communications.

[14]  Chau Yuen,et al.  Large System Analysis of Power Normalization Techniques in Massive MIMO , 2017, IEEE Transactions on Vehicular Technology.

[15]  Stefan Parkvall,et al.  NR - The New 5G Radio-Access Technology , 2017, 2018 IEEE 87th Vehicular Technology Conference (VTC Spring).

[16]  Lajos Hanzo,et al.  Full-Duplex Massive MIMO Multi-Pair Two-Way AF Relaying: Energy Efficiency Optimization , 2017, IEEE Transactions on Communications.

[17]  Min Dong,et al.  Joint Relay Beamforming and Receiver Processing for Multi-Way Multi-Antenna Relay Networks , 2018, IEEE Transactions on Communications.

[18]  Shangyue Zhu,et al.  In-band full duplex wireless communications and networking for IoT devices: Progress, challenges and opportunities , 2019, Future Gener. Comput. Syst..

[19]  Chan-Byoung Chae,et al.  Compact Full Duplex MIMO Radios in D2D Underlaid Cellular Networks: From System Design to Prototype Results , 2016, IEEE Access.

[20]  Shaodan Ma,et al.  Power Scaling of Full-Duplex Two-Way Massive MIMO Relay Systems With Correlated Antennas and MRC/MRT Processing , 2017, IEEE Transactions on Wireless Communications.

[21]  T. Philips,et al.  The Moment Bound is Tighter than Chernoff's Bound for Positive Tail Probabilities , 1995 .

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

[23]  Mikko Valkama,et al.  Compact Inband Full-Duplex Relays With Beyond 100 dB Self-Interference Suppression: Enabling Techniques and Field Measurements , 2017, IEEE Transactions on Antennas and Propagation.

[24]  Lajos Hanzo,et al.  Analysis of Quantized MRC-MRT Precoder For FDD Massive MIMO Two-Way AF Relaying , 2019, IEEE Transactions on Communications.

[25]  Shi Jin,et al.  Ergodic Rate Analysis for Multipair Massive MIMO Two-Way Relay Networks , 2015, IEEE Transactions on Wireless Communications.

[26]  N. K. Shankaranarayanan,et al.  Design and Characterization of a Full-Duplex Multiantenna System for WiFi Networks , 2012, IEEE Transactions on Vehicular Technology.

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

[28]  Youyun Xu,et al.  Multi-Pair Two-Way Massive MIMO AF Full-Duplex Relaying With Imperfect CSI Over Ricean Fading Channels , 2016, IEEE Access.

[29]  Eric A. M. Klumperink,et al.  Analog/RF Solutions Enabling Compact Full-Duplex Radios , 2014, IEEE Journal on Selected Areas in Communications.

[30]  Michail Matthaiou,et al.  Hybrid Processing Design for Multipair Massive MIMO Relaying With Channel Spatial Correlation , 2018, IEEE Transactions on Communications.

[31]  Erik G. Larsson,et al.  Massive MIMO as enabler for communications with drone swarms , 2016, 2016 International Conference on Unmanned Aircraft Systems (ICUAS).

[32]  Yindi Jing,et al.  Performance Analysis and Scaling Law of MRC/MRT Relaying With CSI Error in Multi-Pair Massive MIMO Systems , 2017, IEEE Transactions on Wireless Communications.

[33]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .