Performance Analysis of Multi-Cell Full-Duplex Cellular Networks

We analyze the performance of a cellular network, where Poisson point process distributed half-duplex (HD) downlink (DL) and uplink (UL) users are served by multiple full-duplex (FD) base stations (BSs). To address the surge in interference in the network due to the simultaneous operation in time and frequency of the FD BSs, we (a) adopt a self-interference cancellation scheme at each BS, and (b) apply linear interference alignment in each cell to cancel the intra-cell interference. Further, to better capture the distribution of the FD BSs, we model the BSs as a Matérn hard-core point process, in which a minimum distance is imposed between points. The performance of both UL and DL users is analyzed by deriving general expressions and closed-form approximations for the outage probability and throughput. Next, simulations are carried out for both macro and micro cell environments under both FD and HD operations with respect to various network parameters. Our results reveal several fundamental characteristics and the necessary conditions required for the successful deployment of such networks.

[1]  R. Vaze,et al.  Transmission Capacity of Ad-hoc Networks With Multiple Antennas Using Transmit Stream Adaptation and Interference Cancellation , 2009, IEEE Transactions on Information Theory.

[2]  H. Vincent Poor,et al.  Bi-Directional Beamforming and its Capacity Scaling in Pairwise Two-Way Communications , 2012, IEEE Transactions on Wireless Communications.

[3]  Tharmalingam Ratnarajah,et al.  Full-duplex Multi-cell Networks with Interference Alignment , 2019, 2019 16th International Symposium on Wireless Communication Systems (ISWCS).

[4]  Hyungsik Ju,et al.  Catching resource-devouring worms in next-generation wireless relay systems: Two-way relay and full-duplex relay , 2009, IEEE Communications Magazine.

[5]  Tharmalingam Ratnarajah,et al.  Linear Interference Alignment in Full-Duplex MIMO Networks With Imperfect CSI , 2017, IEEE Transactions on Communications.

[6]  Sachin Katti,et al.  Full duplex radios , 2013, SIGCOMM.

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

[8]  Mohamed-Slim Alouini,et al.  Uplink Power Control and Ergodic Rate Characterization in FD Cellular Networks: A Stochastic Geometry Approach , 2019, IEEE Transactions on Wireless Communications.

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

[10]  Tharmalingam Ratnarajah,et al.  Modeling and Analysis of Cloud Radio Access Networks Using Matérn Hard-Core Point Processes , 2016, IEEE Transactions on Wireless Communications.

[11]  Dongkyu Kim,et al.  Bidirectional Full-Duplex Systems in a Multispectrum Environment , 2015, IEEE Transactions on Vehicular Technology.

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

[13]  Martin Haenggi,et al.  Throughput analysis for wireless networks with full-duplex radios , 2015, 2015 IEEE Wireless Communications and Networking Conference (WCNC).

[14]  Geoffrey Ye Li,et al.  Full-Duplex Cellular Networks , 2017, IEEE Communications Magazine.

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

[16]  Tony Q. S. Quek,et al.  Hybrid Full-/Half-Duplex System Analysis in Heterogeneous Wireless Networks , 2014, IEEE Transactions on Wireless Communications.

[17]  Taneli Riihonen,et al.  Full-Duplex Transceiver System Calculations: Analysis of ADC and Linearity Challenges , 2014, IEEE Transactions on Wireless Communications.

[18]  Martin Haenggi,et al.  Spatial Stochastic Models and Metrics for the Structure of Base Stations in Cellular Networks , 2013, IEEE Transactions on Wireless Communications.

[19]  Robin J. Evans,et al.  Nearest Neighbor Distance Distribution in Hard-Core Point Processes , 2016, IEEE Communications Letters.

[20]  Martin Haenggi,et al.  On distances in uniformly random networks , 2005, IEEE Transactions on Information Theory.

[21]  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.

[22]  Marios Kountouris,et al.  Performance Evaluation of User Scheduling for Full-Duplex Small Cells in Ultra-Dense Networks , 2016, ArXiv.

[23]  Ashutosh Sabharwal,et al.  Full-duplex wireless communications using off-the-shelf radios: Feasibility and first results , 2010, 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers.

[24]  Tharmalingam Ratnarajah,et al.  Weighted Sum Rate Maximization in Full-Duplex Multi-User Multi-Cell MIMO Networks , 2017, IEEE Transactions on Communications.

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

[26]  Daesik Hong,et al.  Resource Split Full Duplex to Mitigate Inter-Cell Interference in Ultra-Dense Small Cell Networks , 2018, IEEE Access.

[27]  Angel Lozano,et al.  Full-Duplex MIMO in Cellular Networks: System-Level Performance , 2017, IEEE Transactions on Wireless Communications.

[28]  Suhas N. Diggavi,et al.  On degrees-of-freedom of multi-user MIMO full-duplex network , 2015, 2015 IEEE International Symposium on Information Theory (ISIT).

[29]  Dong Ku Kim,et al.  The Feasibility of Interference Alignment for Full-Duplex MIMO Cellular Networks , 2015, IEEE Communications Letters.

[30]  Taneli Riihonen,et al.  Hybrid Full-Duplex/Half-Duplex Relaying with Transmit Power Adaptation , 2011, IEEE Transactions on Wireless Communications.

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

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

[33]  Martin Haenggi,et al.  Mean Interference in Hard-Core Wireless Networks , 2011, IEEE Communications Letters.

[34]  Tharmalingam Ratnarajah,et al.  Beamforming Design for Full-Duplex MIMO Interference Channels–QoS and Energy-Efficiency Considerations , 2016, IEEE Transactions on Communications.

[35]  Syed Ali Jafar,et al.  Interference Alignment and Degrees of Freedom of the $K$-User Interference Channel , 2008, IEEE Transactions on Information Theory.

[36]  R. Berry,et al.  Minimum Mean Squared Error interference alignment , 2009, 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers.

[37]  T. Mattfeldt Stochastic Geometry and Its Applications , 1996 .

[38]  Athanasios V. Vasilakos,et al.  Full duplex techniques for 5G networks: self-interference cancellation, protocol design, and relay selection , 2015, IEEE Communications Magazine.

[39]  Lajos Hanzo,et al.  On the Performance of Full-Duplex Multi-Relay Channels With DF Relays , 2017, IEEE Transactions on Vehicular Technology.

[40]  Angel E. Lozano,et al.  Interference surge in full-duplex wireless systems , 2015, 2015 49th Asilomar Conference on Signals, Systems and Computers.

[41]  Harpreet S. Dhillon,et al.  Enriched $K$ -Tier HetNet Model to Enable the Analysis of User-Centric Small Cell Deployments , 2016, IEEE Transactions on Wireless Communications.

[42]  Martin Reisslein,et al.  Full-Duplex Communication in Cognitive Radio Networks: A Survey , 2017, IEEE Communications Surveys & Tutorials.

[43]  Syed Ali Jafar,et al.  A Distributed Numerical Approach to Interference Alignment and Applications to Wireless Interference Networks , 2011, IEEE Transactions on Information Theory.