Alternating Iterative Secure Structure between Beamforming and Power Allocation for UAV-aided Directional Modulation Networks

Abstract In unmanned aerial vehicle (UAV) networks, directional modulation (DM) is adopted to improve the secrecy rate (SR) performance. In this paper, an alternating iterative structure (AIS) between beamforming and power allocation (PA) is proposed to further improve the SR performance. Specifically Alice, a ground base station, behaves as a control center, and Bob is a UAV of flying along a linear flight trajectory who optimizes its SR performance by dynamically adjusting its beamforming vectors and PA strategy. Per fixed time interval during the Bob’s flight process, the transmit beamforming vectors for useful messages and artificial noise (AN) projection are given by the rule of maximizing signal-to-leakage-and-noise ratio (Max-SLNR) and maximizing AN-and-leakage-to-noise ratio (ANLNR), and the optimal PA strategy is based on maximizing SR (Max-SR). Simulation results show that the proposed AIS converges rapidly, and can achieve substantial SR gains over Max-SLNR plus Max-ANLNR with fixed PA such as PA factor β = 0 . 5 , and 0.9. In particular, in the case of small-scale antenna array, the SR performance gain achieved by the proposed AIS is more attractive. Additionally, as the number of antennas tends to be large-scale, the average SR performance of the proposed AIS approaches an SR ceil.

[1]  Xiaobo Zhou,et al.  GPI-Based Secrecy Rate Maximization Beamforming Scheme for Wireless Transmission With AN-Aided Directional Modulation , 2017, IEEE Access.

[2]  Inkyu Lee,et al.  UAV-Aided Secure Communications With Cooperative Jamming , 2018, IEEE Transactions on Vehicular Technology.

[3]  Yuan Ding,et al.  A Vector Approach for the Analysis and Synthesis of Directional Modulation Transmitters , 2014, IEEE Transactions on Antennas and Propagation.

[4]  Huiming Wang,et al.  Distributed Beamforming for Physical-Layer Security of Two-Way Relay Networks , 2012, IEEE Transactions on Signal Processing.

[5]  Mohamed-Slim Alouini,et al.  Multiple UAVs as Relays: Multi-Hop Single Link Versus Multiple Dual-Hop Links , 2018, IEEE Transactions on Wireless Communications.

[6]  Jun Li,et al.  Power Allocation Strategy of Maximizing Secrecy Rate for Secure Directional Modulation Networks , 2018, IEEE Access.

[7]  Michael Mao Wang,et al.  An Efficient Power Allocation Scheme for Leakage-Based Precoding in Multi-Cell Multiuser MIMO Downlink , 2011, IEEE Communications Letters.

[8]  Qingqing Wu,et al.  Joint Trajectory and Communication Design for Multi-UAV Enabled Wireless Networks , 2017, IEEE Transactions on Wireless Communications.

[9]  Victor C. M. Leung,et al.  Exploiting Adversarial Jamming Signals for Energy Harvesting in Interference Networks , 2017, IEEE Transactions on Wireless Communications.

[10]  A. Hajimiri,et al.  Transmitter Architectures Based on Near-Field Direct Antenna Modulation , 2008, IEEE Journal of Solid-State Circuits.

[11]  R. Negi,et al.  Secret communication using artificial noise , 2005, VTC-2005-Fall. 2005 IEEE 62nd Vehicular Technology Conference, 2005..

[12]  Mohamed-Slim Alouini,et al.  A Survey of Channel Modeling for UAV Communications , 2018, IEEE Communications Surveys & Tutorials.

[13]  Robert Schober,et al.  Secure Transmission With Large Numbers of Antennas and Finite Alphabet Inputs , 2017, IEEE Transactions on Communications.

[14]  Tony Q. S. Quek,et al.  Secure UAV communication in the presence of active eavesdropper (invited paper) , 2017, 2017 9th International Conference on Wireless Communications and Signal Processing (WCSP).

[15]  Victor C. M. Leung,et al.  Interference-Alignment and Soft-Space-Reuse Based Cooperative Transmission for Multi-cell Massive MIMO Networks , 2018, IEEE Transactions on Wireless Communications.

[16]  Feng Shu,et al.  Robust Synthesis Scheme for Secure Multi-Beam Directional Modulation in Broadcasting Systems , 2016, IEEE Access.

[17]  A. D. Wyner,et al.  The wire-tap channel , 1975, The Bell System Technical Journal.

[18]  Xianfu Chen,et al.  A Unified Performance Optimization for Secrecy Wireless Information and Power Transfer Over Interference Channels , 2017, IEEE Access.

[19]  F. Richard Yu,et al.  Caching UAV Assisted Secure Transmission in Hyper-Dense Networks Based on Interference Alignment , 2018, IEEE Transactions on Communications.

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

[21]  Ali H. Sayed,et al.  A Leakage-Based Precoding Scheme for Downlink Multi-User MIMO Channels , 2007, IEEE Transactions on Wireless Communications.

[22]  Wei-Ping Zhu,et al.  Relay-Selection Improves the Security-Reliability Trade-Off in Cognitive Radio Systems , 2014, IEEE Transactions on Communications.

[23]  Zhi Chen,et al.  Improving Physical Layer Security Using UAV-Enabled Mobile Relaying , 2017, IEEE Wireless Communications Letters.

[24]  Zhenyu Na,et al.  Probabilistic Caching Placement in the Presence of Multiple Eavesdroppers , 2018, Wirel. Commun. Mob. Comput..

[25]  Jun Li,et al.  Artificial-Noise-Aided Secure Transmission With Directional Modulation Based on Random Frequency Diverse Arrays , 2016, IEEE Access.

[26]  Victor C. M. Leung,et al.  UAV Trajectory Optimization for Data Offloading at the Edge of Multiple Cells , 2018, IEEE Transactions on Vehicular Technology.

[27]  Feng Shu,et al.  Artificial-Noise-Aided Secure Multicast Precoding for Directional Modulation Systems , 2017, IEEE Transactions on Vehicular Technology.

[28]  Xin Liu,et al.  Cache Aided Decode-and-Forward Relaying Networks: From the Spatial View , 2018, Wirel. Commun. Mob. Comput..

[29]  Jun Li,et al.  Robust Secure Transmission of Using Main-Lobe-Integration-Based Leakage Beamforming in Directional Modulation MU-MIMO Systems , 2017, IEEE Systems Journal.

[30]  Jun Li,et al.  Low-Complexity and High-Resolution DOA Estimation for Hybrid Analog and Digital Massive MIMO Receive Array , 2017, IEEE Transactions on Communications.

[31]  Shihao Yan,et al.  Artificial Noise: Transmission Optimization in Multi-Input Single-Output Wiretap Channels , 2015, IEEE Transactions on Communications.

[32]  Jun Li,et al.  Robust Synthesis Method for Secure Directional Modulation With Imperfect Direction Angle , 2016, IEEE Communications Letters.

[33]  Xiaoli Xu,et al.  Overcoming Endurance Issue: UAV-Enabled Communications With Proactive Caching , 2017, IEEE Journal on Selected Areas in Communications.

[34]  George K. Karagiannidis,et al.  Outage Probability and Optimal Cache Placement for Multiple Amplify-and-Forward Relay Networks , 2018, IEEE Transactions on Vehicular Technology.

[35]  Rohit Negi,et al.  Guaranteeing Secrecy using Artificial Noise , 2008, IEEE Transactions on Wireless Communications.

[36]  Feng Shu,et al.  Secure and Precise Wireless Transmission for Random-Subcarrier-Selection-Based Directional Modulation Transmit Antenna Array , 2017, IEEE Journal on Selected Areas in Communications.