Utility-Based Opportunistic Scheduling Under Multi-Connectivity With Limited Backhaul Capacity

Multi-connectivity is a 5G key enabler to fulfill multi-service quality-of-service (QoS) requirements. This letter examines an opportunistic resource allocation problem under multi-connectivity and limited backhaul capacity in evolved LTE using two utility functions: 1) proportional fairness (PF) and 2) utility proportional fairness (UPF). We then propose an efficient algorithm to deal with the formulated NP-hard problem. Such algorithm guarantees to produce a solution with an explicit bound on the optimal solution. Finally, simulation results justify that UPF utility function with opportunistic scheduling in multi-connectivity can better satisfy QoS requirements.

[1]  Yoshihisa Kishiyama,et al.  A novel architecture for LTE-B :C-plane/U-plane split and Phantom Cell concept , 2012, 2012 IEEE Globecom Workshops.

[2]  Ahmed Abdel-Hadi,et al.  A utility proportional fairness approach for resource allocation in 4G-LTE , 2014, 2014 International Conference on Computing, Networking and Communications (ICNC).

[3]  Shin-Lin Shieh,et al.  5G New Radio: Waveform, Frame Structure, Multiple Access, and Initial Access , 2017, IEEE Communications Magazine.

[4]  Hans D. Schotten,et al.  Multi-connectivity functional architectures in 5G , 2016, 2016 IEEE International Conference on Communications Workshops (ICC).

[5]  Raymond Knopp,et al.  Information capacity and power control in single-cell multiuser communications , 1995, Proceedings IEEE International Conference on Communications ICC '95.

[6]  Andreas Krause,et al.  Submodular Function Maximization , 2014, Tractability.

[7]  Lei Du,et al.  A Scalable and Flexible Radio Access Network Architecture for Fifth Generation Mobile Networks , 2016, IEEE Communications Magazine.

[8]  Ye Liu,et al.  Dual Connectivity in Backhaul-Limited Massive-MIMO HetNets: User Association and Power Allocation , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[9]  Gerhard Fettweis,et al.  Mobility Modeling and Performance Evaluation of Multi-Connectivity in 5G Intra-Frequency Networks , 2015, 2015 IEEE Globecom Workshops (GC Wkshps).

[10]  Thrasyvoulos Spyropoulos,et al.  Multi-connectivity resource allocation with limited backhaul capacity in evolved LTE , 2018, 2018 IEEE Wireless Communications and Networking Conference (WCNC).

[11]  Andrea Zanella,et al.  Scheduling Policies in Time and Frequency Domains for LTE Downlink Channel: A Performance Comparison , 2017, IEEE Transactions on Vehicular Technology.

[12]  Lei Du,et al.  User-plane multi-connectivity aspects in 5G , 2016, 2016 23rd International Conference on Telecommunications (ICT).

[13]  Vincenzo Mancuso,et al.  A Survey on Opportunistic Scheduling in Wireless Communications , 2013, IEEE Communications Surveys & Tutorials.