Max–Min Fairness Optimization for D2D Communications Coexisting with Cellular Networks

This paper considers a system consisting of a nonorthogonal multiple access (NOMA)-based device-to-device (D2D) communication system within a cellular network, in which the time and frequency resources are shared by everyone. In particular, D2D groups that constitute different pairs are assigned to the subchannels that the cellular users occupy. A max–min fairness optimization problem with power budget constraints is formulated and solved in this paper to reduce the mutual interference between the cellular users and D2D devices that substantially impacts that with the worst channel condition. For a low computational complexity solution, we propose the use of the bisection method together with the solution of a system of linear equalities. The proposed algorithm can provide uniformly good service to all of the cellular users and D2D devices in the coverage area by utilizing the minimal total transmit power. The simulation results indicate the effectiveness of the proposed algorithm in the improvement of the spectral efficiency of the worst user under the different widely used subchannel assignments and pairing techniques.

[1]  Xiang-Gen Xia,et al.  Millimeter-Wave Communications With Non-Orthogonal Multiple Access for B5G/6G , 2019, IEEE Access.

[2]  Rung-Hung Gau,et al.  A Geometric Approach for Optimal Power Control and Relay Selection in NOMA Wireless Relay Networks , 2020, IEEE Transactions on Communications.

[3]  Il Kim,et al.  Optimal User Grouping for Downlink NOMA , 2018, IEEE Wireless Communications Letters.

[4]  Ying Wang,et al.  Resource Allocation Algorithm for NOMA-Enhanced D2D Communications with Energy Harvesting , 2020, Mob. Inf. Syst..

[5]  Pingzhi Fan,et al.  On the Performance of Non-orthogonal Multiple Access Systems With Partial Channel Information , 2016, IEEE Transactions on Communications.

[6]  Trinh Van Chien,et al.  Power Control in Cellular Massive MIMO With Varying User Activity: A Deep Learning Solution , 2019, IEEE Transactions on Wireless Communications.

[7]  Carl Wijting,et al.  Device-to-device communication as an underlay to LTE-advanced networks , 2009, IEEE Communications Magazine.

[8]  Jeffrey G. Andrews,et al.  Spectrum Sharing for Device-to-Device Communication in Cellular Networks , 2013, IEEE Transactions on Wireless Communications.

[9]  Soonghwan Ro,et al.  Performance Analysis and Optimization of the Coverage Probability in Dual Hop LoRa Networks With Different Fading Channels , 2020, IEEE Access.

[10]  Martin Burger,et al.  Block compressive sensing of image and video with nonlocal Lagrangian multiplier and patch-based sparse representation , 2017, Signal Process. Image Commun..

[11]  Phuong T. Tran,et al.  Outage probability of NOMA system with wireless power transfer at source and full-duplex relay , 2020 .

[12]  Byungtae Jang,et al.  Resource Allocation for NOMA-Based D2D Systems Coexisting With Cellular Networks , 2018, IEEE Access.

[13]  Jeffrey G. Andrews,et al.  What Will 5G Be? , 2014, IEEE Journal on Selected Areas in Communications.

[14]  Derrick Wing Kwan Ng,et al.  Spectral and Energy-Efficient Wireless Powered IoT Networks: NOMA or TDMA? , 2018, IEEE Transactions on Vehicular Technology.

[15]  Trinh Van Chien,et al.  Large-Scale-Fading Decoding in Cellular Massive MIMO Systems With Spatially Correlated Channels , 2018, IEEE Transactions on Communications.

[16]  Octavia A. Dobre,et al.  Resource Allocation for Downlink NOMA Systems: Key Techniques and Open Issues , 2017, IEEE Wireless Communications.

[17]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[18]  Trinh Van Chien,et al.  Joint Pilot Design and Uplink Power Allocation in Multi-Cell Massive MIMO Systems , 2017, IEEE Transactions on Wireless Communications.

[19]  Ekram Hossain,et al.  Dynamic User Clustering and Power Allocation for Uplink and Downlink Non-Orthogonal Multiple Access (NOMA) Systems , 2016, IEEE Access.

[20]  Tien Hoa Nguyen,et al.  Power Control for Sum Spectral Efficiency Optimization in MIMO-NOMA Systems With Linear Beamforming , 2019, IEEE Access.

[21]  Yue Chen,et al.  Joint Subchannel and Power Allocation for NOMA Enhanced D2D Communications , 2017, IEEE Transactions on Communications.

[22]  Emil Björnson,et al.  Joint Power Allocation and User Association Optimization for Massive MIMO Systems , 2016, IEEE Transactions on Wireless Communications.

[23]  Shuangfeng Han,et al.  Non-orthogonal multiple access for 5G: solutions, challenges, opportunities, and future research trends , 2015, IEEE Communications Magazine.

[24]  Erik G. Larsson,et al.  Cell-Free Massive MIMO Versus Small Cells , 2016, IEEE Transactions on Wireless Communications.

[25]  Dinh-Thuan Do,et al.  Application of NOMA in Wireless System with Wireless Power Transfer Scheme: Outage and Ergodic Capacity Performance Analysis , 2018, Sensors.

[26]  Andrea J. Goldsmith,et al.  Capacity and power allocation for fading MIMO channels with channel estimation error , 2006, IEEE Trans. Inf. Theory.

[27]  In-Ho Lee,et al.  Capacity Scaling for D2D Aided Cooperative Relaying Systems Using NOMA , 2018, IEEE Wireless Communications Letters.

[28]  Qingqing Wu,et al.  Intelligent Reflecting Surface Enhanced Wireless Network via Joint Active and Passive Beamforming , 2018, IEEE Transactions on Wireless Communications.