Performance Evaluation of Full Duplex Communications in 5G Networks: The Impact of Interference and Traffic Asymmetry

Full-duplex communications (FDC) is one of the enabling technologies for 5G systems and its true impact on performance needs to be evaluated by taking into account the new sources of interference inherent to this technology. We focus on the realistic scenario where FDC is only enabled at the base-stations (BS). The coexistence of uplink and downlink transmissions calls for a joint uplink and downlink scheduling problem and to take all interference into account, a multi-cell system needs to be considered. We also argue that traffic asymmetry (TA), i.e., the fact that the downlink traffic is much larger than uplink traffic, cannot be ignored. Specifically, we formulate a system-wide joint scheduling problem that incorporates all sources of interference and TA, and show how to solve it. The main engineering insights are that in a realistic setting, i) FDC does not double capacity as often mentioned; ii) TA has the largest (negative) impact on the FDC performance; iii) imperfect self interference cancellation has the second largest impact and iv) inter-base station interference, i.e., the interference caused by co-channel BSs, has the third. FDC cannot double the performance of a TDD (time division duplex) system. The gain is rarely above 50% even though it is higher in rural or heterogeneous networks.

[1]  Geoffrey Ye Li,et al.  Robust Resource Allocation in Full-Duplex-Enabled OFDMA Femtocell Networks , 2017, IEEE Transactions on Wireless Communications.

[2]  Xiaoxiang Wang,et al.  Effective Interference Cancellation Schemes for Device-to-Device Multicast Uplink Period Underlaying Cellular Networks , 2013, Wireless Personal Communications.

[3]  Matti Latva-aho,et al.  Joint Subcarrier and Power Allocation for Sum-Rate Maximization in OFDMA Full-Duplex Systems , 2015, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring).

[4]  Ramachandran Ramjee,et al.  Generalized Proportional Fair Scheduling in Third Generation Wireless Data Networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[5]  Rahim Tafazolli,et al.  Game Theory Based Radio Resource Allocation for Full-Duplex Systems , 2015, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring).

[6]  Syed Ali Jafar,et al.  Degrees of Freedom of Wireless Networks With Relays, Feedback, Cooperation, and Full Duplex Operation , 2009, IEEE Transactions on Information Theory.

[7]  Xixian Chen,et al.  Simultaneous estimation of echo path and channel responses using full-duplex transmitted training data sequences , 1995, IEEE Trans. Inf. Theory.

[8]  Michele Zorzi,et al.  Resource allocation in OFDMA networks with half-duplex and imperfect full-duplex users , 2016, 2016 IEEE International Conference on Communications (ICC).

[9]  Hai Lin,et al.  Self-interference cancellation in full-duplex wireless with IQ imbalance , 2016, Phys. Commun..

[10]  3rd Generation Partnership Project; Technical Specification Group Radio Access Network; Evolved Universal Terrestrial Radio Access (e-utra); Further Advancements for E-utra Physical Layer Aspects (release 9) , 2022 .

[11]  3rd Generation Partnership Project; Technical Specification Group Radio Access Network; Utran Iu Interface Layer 1 (release 1999) , 2022 .

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

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

[14]  Ekram Hossain,et al.  Decoupled Uplink-Downlink User Association in Multi-Tier Full-Duplex Cellular Networks: A Two-Sided Matching Game , 2017, IEEE Transactions on Mobile Computing.

[15]  Mohamed-Slim Alouini,et al.  Harvesting full-duplex rate gains in cellular networks with half-duplex user terminals , 2016, 2016 IEEE International Conference on Communications (ICC).

[16]  Xiang Cheng,et al.  On the design of the scheduling algorithm for the full duplexing wireless cellular network , 2013, 2013 IEEE Globecom Workshops (GC Wkshps).

[17]  Mohamed-Slim Alouini,et al.  Can Uplink Transmissions Survive in Full-duplex Cellular Environments? , 2016, ArXiv.

[18]  Pei Liu,et al.  User Selection and Power Allocation in Full-Duplex Multicell Networks , 2016, IEEE Transactions on Vehicular Technology.

[19]  Siyi Wang,et al.  Smartphone data usage: downlink and uplink asymmetry , 2016 .

[20]  Pei Liu,et al.  Analyzing a full-duplex cellular system , 2013, 2013 47th Annual Conference on Information Sciences and Systems (CISS).

[21]  Garimella Rama Murthy,et al.  Full-duplex communication for future wireless networks: Dynamic resource block allocation approach , 2016, Phys. Commun..

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

[23]  Catherine Rosenberg,et al.  Joint Resource Allocation and User Association for Heterogeneous Wireless Cellular Networks , 2013, IEEE Transactions on Wireless Communications.

[24]  Gongxian Xu,et al.  Global optimization of signomial geometric programming problems , 2014, Eur. J. Oper. Res..

[25]  Philip Levis,et al.  Achieving single channel, full duplex wireless communication , 2010, MobiCom.

[26]  Lingyang Song,et al.  Radio resource allocation for full-duplex OFDMA networks using matching theory , 2014, 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[27]  Stephen P. Boyd,et al.  A tutorial on geometric programming , 2007, Optimization and Engineering.

[28]  Saewoong Bahk,et al.  Joint subcarrier assignment and power allocation in full-duplex OFDMA networks , 2014, 2014 International Conference on Information and Communication Technology Convergence (ICTC).

[29]  Amir K. Khandani,et al.  Two-way (true full-duplex) wireless , 2013, 2013 13th Canadian Workshop on Information Theory.

[30]  Kai-Kit Wong,et al.  Massive MIMO-Enabled Full-Duplex Cellular Networks , 2016, IEEE Transactions on Communications.

[31]  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).

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

[33]  Suhas N. Diggavi,et al.  On degrees-of-freedom of full-duplex uplink/downlink channel , 2013, 2013 IEEE Information Theory Workshop (ITW).

[34]  Fabrice Valois,et al.  Robust Planning and Operation of Multi-Cell Homogeneous and Heterogeneous Networks , 2020, IEEE Transactions on Network and Service Management.