Resource Allocation for Power-Efficient IRS-Assisted UAV Communications

In this paper, an intelligent reflection surface (IRS) is introduced to assist an unmanned aerial vehicle (UAV) for serving multiple ground users. We aim to minimize the average total power consumption of the system by jointly optimizing the resource allocation strategy, UAV's trajectory and velocity, as well as phase control at the IRS. To this end, a non-convex optimization problem is formulated taking into account the individual minimum data rate requirement and the limited energy budget of the IRS. The problem is generally intractable. As a compromise approach, we propose an alternating optimization algorithm to obtain an effective suboptimal solution. Numerical results evaluate that the enormous power saving can be achieved by the proposed algorithm for different energy budgets of the IRS compared with other baseline schemes.

[1]  Derrick Wing Kwan Ng,et al.  Robust Trajectory and Transmit Power Design for Secure UAV Communications , 2018, IEEE Transactions on Vehicular Technology.

[2]  Rui Zhang,et al.  Energy-Efficient UAV Communication With Trajectory Optimization , 2016, IEEE Transactions on Wireless Communications.

[3]  Shlomo Shamai,et al.  Reconfigurable Intelligent Surfaces vs. Relaying: Differences, Similarities, and Performance Comparison , 2019, IEEE Open Journal of the Communications Society.

[4]  Ying-Chang Liang,et al.  Reconfigurable Intelligent Surface Assisted UAV Communication: Joint Trajectory Design and Passive Beamforming , 2022 .

[5]  Derrick Wing Kwan Ng,et al.  Optimal Resource Allocation for Power-Efficient MC-NOMA With Imperfect Channel State Information , 2017, IEEE Transactions on Communications.

[6]  Rui Zhang,et al.  Wireless communications with unmanned aerial vehicles: opportunities and challenges , 2016, IEEE Communications Magazine.

[7]  Derrick Wing Kwan Ng,et al.  Multiuser MISO UAV Communications in Uncertain Environments With No-Fly Zones: Robust Trajectory and Resource Allocation Design , 2019, IEEE Transactions on Communications.

[8]  Derrick Wing Kwan Ng,et al.  Optimal 3D-Trajectory Design and Resource Allocation for Solar-Powered UAV Communication Systems , 2018, IEEE Transactions on Communications.

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

[10]  Derrick Wing Kwan Ng,et al.  Energy-Efficient Resource Allocation in OFDMA Systems with Large Numbers of Base Station Antennas , 2012, IEEE Transactions on Wireless Communications.

[11]  Wei Yu,et al.  Dual methods for nonconvex spectrum optimization of multicarrier systems , 2006, IEEE Transactions on Communications.

[12]  İsmail Güvenç,et al.  Non-Orthogonal Multiple Access for mmWave Drone Networks With Limited Feedback , 2018, IEEE Transactions on Communications.

[13]  Derrick Wing Kwan Ng,et al.  Joint Trajectory and Resource Allocation Design for UAV Communication Systems , 2018, 2018 IEEE Globecom Workshops (GC Wkshps).

[14]  Yu Xu,et al.  Secrecy Energy Efficiency Maximization for UAV-Enabled Mobile Relaying , 2018, IEEE Transactions on Green Communications and Networking.

[15]  Jie Xu,et al.  Energy Minimization for Wireless Communication With Rotary-Wing UAV , 2018, IEEE Transactions on Wireless Communications.

[16]  Heinrich Meyr,et al.  Frequency synchronization algorithms for OFDM systems suitable for communication over frequency selective fading channels , 1994, Proceedings of IEEE Vehicular Technology Conference (VTC).

[17]  Jun Li,et al.  UAV-Enabled Secure Communications: Joint Trajectory and Transmit Power Optimization , 2019, IEEE Transactions on Vehicular Technology.

[18]  Qingqing Wu,et al.  Beamforming Optimization for Wireless Network Aided by Intelligent Reflecting Surface With Discrete Phase Shifts , 2019, IEEE Transactions on Communications.

[19]  Rui Zhang,et al.  Towards Smart and Reconfigurable Environment: Intelligent Reflecting Surface Aided Wireless Network , 2019, IEEE Communications Magazine.

[20]  Derrick Wing Kwan Ng,et al.  Energy-efficient resource allocation in multi-cell OFDMA systems with limited backhaul capacity , 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC).

[21]  Lajos Hanzo,et al.  Iterative Receiver Design for FTN Signaling Aided Sparse Code Multiple Access , 2020, IEEE Transactions on Wireless Communications.

[22]  Derrick Wing Kwan Ng,et al.  Energy-Efficient Resource Allocation for Secure UAV Communication Systems , 2022 .

[23]  Walid Saad,et al.  Optimal transport theory for power-efficient deployment of unmanned aerial vehicles , 2016, 2016 IEEE International Conference on Communications (ICC).

[24]  Lei Yang,et al.  On the Performance Gain of NOMA Over OMA in Uplink Communication Systems , 2019, IEEE Transactions on Communications.

[25]  James C. Bezdek,et al.  Convergence of Alternating Optimization , 2003, Neural Parallel Sci. Comput..