Trajectory Design and Power Allocation for Drone-Assisted NR-V2X Network With Dynamic NOMA/OMA

In this paper, we find trajectory planning and power allocation for a vehicular network in which an unmanned-aerial-vehicle (UAV) is considered as a relay to extend coverage for two disconnected far vehicles. We show that in a two-user network with an amplify-and-forward (AF) relay, non-orthogonal-multiple-access (NOMA) always has better or equal sum-rate in comparison to orthogonal-multiple-access (OMA) at high signal-to-noise-ratio (SNR) regime. However, for the cases where i) base station (BS)-to-relay link is weak, or ii) two users have similar links, or iii) BS-to-relay link is similar to relay-to-weak user link, applying NOMA has negligible sum-rate gain. Hence, due to the complexity of successive-interference-cancellation (SIC) decoding in NOMA, we propose a dynamic NOMA/OMA scheme in which OMA mode is selected for transmission when applying NOMA has only negligible gain. Also, we show that OMA always has better min-rate than NOMA at high SNR regime. Further, we formulate two optimization problems which maximize the sum-rate and min-rate of the two vehicles. These problems are non-convex, and hence we propose an iterative algorithm based on alternating-optimization (AO) method which solves trajectory and power allocation sub-problems by successive-convex-approximation (SCA) and difference-of-convex (DC) methods, respectively. Finally, the above-mentioned performance is confirmed by simulations.

[1]  Gordon L. Stüber,et al.  Statistical properties of amplify and forward relay fading channels , 2006, IEEE Transactions on Vehicular Technology.

[2]  G. Vachtsevanos,et al.  Future of Unmanned Aviation , 2014 .

[3]  Paschalis C. Sofotasios,et al.  Cache-Aided Non-Orthogonal Multiple Access for 5G-Enabled Vehicular Networks , 2019, IEEE Transactions on Vehicular Technology.

[4]  Jung-Min Park,et al.  IEEE 802.11bd & 5G NR V2X: Evolution of Radio Access Technologies for V2X Communications , 2019, IEEE Access.

[5]  Anass Benjebbour,et al.  Non-Orthogonal Multiple Access (NOMA) for Cellular Future Radio Access , 2013, 2013 IEEE 77th Vehicular Technology Conference (VTC Spring).

[6]  Huiling Jiang,et al.  Receiver Design for Downlink Non-Orthogonal Multiple Access (NOMA) , 2015, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring).

[7]  Geoffrey Ye Li,et al.  Resource Allocation for D2D-Enabled Vehicular Communications , 2017, IEEE Transactions on Communications.

[8]  Christian Wietfeld,et al.  Ad hoc self-healing of OFDMA networks using UAV-based relays , 2013, Ad Hoc Networks.

[9]  Pingzhi Fan,et al.  Cooperative NOMA Broadcasting/Multicasting for Low-Latency and High-Reliability 5G Cellular V2X Communications , 2019, IEEE Internet of Things Journal.

[10]  Weihua Zhuang,et al.  Infotainment and road safety service support in vehicular networking: From a communication perspective , 2011 .

[11]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[12]  Yue Gao,et al.  UAV Communications Based on Non-Orthogonal Multiple Access , 2018, IEEE Wireless Communications.

[13]  Shujuan Hou,et al.  Joint Resource Allocation With Weighted Max-Min Fairness for NOMA-Enabled V2X Communications , 2018, IEEE Access.

[14]  Halim Yanikomeroglu,et al.  Efficient 3-D placement of an aerial base station in next generation cellular networks , 2016, 2016 IEEE International Conference on Communications (ICC).

[15]  Zhilu Wu,et al.  Joint Power and Trajectory Design for UAV-Relayed Wireless Systems , 2019, IEEE Wireless Communications Letters.

[16]  In-Ho Lee,et al.  Non-Orthogonal Multiple Access in Coordinated Direct and Relay Transmission , 2015, IEEE Communications Letters.

[17]  Omid Abbasi,et al.  NOMA Inspired Cooperative Relaying System Using an AF Relay , 2019, IEEE Wireless Communications Letters.

[18]  Pingzhi Fan,et al.  Impact of User Pairing on 5G Nonorthogonal Multiple-Access Downlink Transmissions , 2016, IEEE Transactions on Vehicular Technology.

[19]  Rui Zhang,et al.  Throughput Maximization for UAV-Enabled Mobile Relaying Systems , 2016, IEEE Transactions on Communications.

[20]  Dong In Kim,et al.  UAV-Enabled Downlink Wireless System with Non-Orthogonal Multiple Access , 2017, 2017 IEEE Globecom Workshops (GC Wkshps).

[21]  Xingqin Lin,et al.  The Sky Is Not the Limit: LTE for Unmanned Aerial Vehicles , 2017, IEEE Communications Magazine.

[22]  Zhilu Wu,et al.  Power and Trajectory Optimization for UAV-Enabled Amplify-and-Forward Relay Networks , 2018, IEEE Access.

[23]  Alexey V. Vinel,et al.  3GPP LTE Versus IEEE 802.11p/WAVE: Which Technology is Able to Support Cooperative Vehicular Safety Applications? , 2012, IEEE Wireless Communications Letters.

[24]  Dan Keun Sung,et al.  Energy-efficient maneuvering and communication of a single UAV-based relay , 2014, IEEE Transactions on Aerospace and Electronic Systems.

[25]  Chee Yen Leow,et al.  Non-Orthogonal Multiple Access for Unmanned Aerial Vehicle Assisted Communication , 2018, IEEE Access.

[26]  H. Vincent Poor,et al.  Cooperative Non-Orthogonal Multiple Access in 5G Systems , 2015, IEEE Communications Letters.

[27]  Omid Abbasi,et al.  Cooperative NOMA with full‐duplex amplify‐and‐forward relaying , 2018, Trans. Emerg. Telecommun. Technol..

[28]  H. Vincent Poor,et al.  UAV-Enabled Communication Using NOMA , 2018, IEEE Transactions on Communications.

[29]  H. Vincent Poor,et al.  Relay Selection for Cooperative NOMA , 2016, IEEE Wireless Communications Letters.

[30]  Lingyang Song,et al.  Joint Trajectory and Power Optimization for UAV Relay Networks , 2018, IEEE Communications Letters.

[31]  A. Lee Swindlehurst,et al.  Wireless Relay Communications with Unmanned Aerial Vehicles: Performance and Optimization , 2011, IEEE Transactions on Aerospace and Electronic Systems.

[32]  Mohamed-Slim Alouini,et al.  Joint Trajectory and Precoding Optimization for UAV-Assisted NOMA Networks , 2019, IEEE Transactions on Communications.

[33]  Antonio Iera,et al.  LTE for vehicular networking: a survey , 2013, IEEE Communications Magazine.

[34]  Fumiyuki Adachi,et al.  The Application of MIMO to Non-Orthogonal Multiple Access , 2015, IEEE Transactions on Wireless Communications.

[35]  F. Richard Yu,et al.  Placement and Power Allocation for NOMA-UAV Networks , 2019, IEEE Wireless Communications Letters.