Secure Short-Packet Communications via UAV-Enabled Mobile Relaying: Joint Resource Optimization and 3D Trajectory Design

被引:9
作者
Tatar Mamaghani, Milad [1 ]
Zhou, Xiangyun [2 ]
Yang, Nan
Swindlehurst, A. Lee
机构
[1] Australian Natl Univ, Sch Engn, Canberra, ACT 2601, Australia
[2] Australian Natl Univ, Sch Engn, Henry Samueli Sch Engn, Canberra, ACT 92697, Australia
基金
澳大利亚研究理事会;
关键词
Internet of Things; Optimization; Trajectory; Autonomous aerial vehicles; Three-dimensional displays; Security; Resource management; Short-packet transmissions; machine-type communications; UAV-aided relaying; physical-layer security; 3D trajectory design; resource management; convex optimization; PHYSICAL-LAYER SECURITY; WIRELESS NETWORKS; TRANSMISSION; INTERNET; SECRECY; THINGS;
D O I
10.1109/TWC.2023.3344802
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Short-packet communication (SPC) and unmanned aerial vehicles (UAVs) are anticipated to play crucial roles in the development of 5G-and-beyond wireless networks and the Internet of Things (IoT). In this paper, we propose a secure SPC system, where a UAV serves as a mobile decode-and-forward (DF) relay, periodically receiving and relaying small data packets from a remote IoT device to its receiver in two hops with strict latency requirements, in the presence of an eavesdropper. This system requires careful optimization of important design parameters, such as the coding blocklengths of both hops, transmit powers, and the UAV's trajectory. While the overall optimization problem is nonconvex, we tackle it by applying a block successive convex approximation (BSCA) approach to divide the original problem into three subproblems and solve them separately. Then, an overall iterative algorithm is proposed to obtain the final design with guaranteed convergence. Our proposed low-complexity algorithm incorporates robust trajectory design and resource management to optimize the effective average secrecy throughput of the communication system over the course of the UAV-relay's mission. Simulation results demonstrate significant performance improvements compared to various benchmark schemes and provide useful design insights on the coding blocklengths and transmit powers along the trajectory of the UAV.
引用
收藏
页码:7802 / 7815
页数:14
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