UAV-Relaying-Assisted Secure Transmission With Caching

被引:255
作者
Cheng, Fen [1 ,2 ]
Gui, Guan [3 ]
Zhao, Nan [1 ,2 ]
Chen, Yunfei [4 ]
Tang, Jie [5 ]
Sari, Hikmet [6 ,7 ]
机构
[1] Dalian Univ Technol, Sch Informat & Communicat Engn, Dalian 116024, Peoples R China
[2] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
[3] Coll Telecommun & Informat Engn, Nanjing 210028, Jiangsu, Peoples R China
[4] Univ Warwick, Sch Engn, Coventry CV4 7AL, W Midlands, England
[5] South China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510641, Guangdong, Peoples R China
[6] Nanjing Univ Posts & Telecommun, Coll Telecommun & Informat Engn, Nanjing 210028, Jiangsu, Peoples R China
[7] Sequans Commun, F-92700 Colombes, France
基金
中国国家自然科学基金;
关键词
Caching; physical layer security; time scheduling; trajectory optimization; UAV relaying; NONORTHOGONAL MULTIPLE-ACCESS; PHYSICAL LAYER SECURITY; TRAJECTORY DESIGN; OPTIMIZATION; MAXIMIZATION; SECRECY;
D O I
10.1109/TCOMM.2019.2895088
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
Unmanned aerial vehicle (UAV) can be utilized as a relay to connect nodes with long distance, which can achieve significant throughput gain owing to its mobility and line-of-sight (LoS) channel with ground nodes. However, such LoS channels make UAV transmission easy to eavesdrop. In this paper, we propose a novel scheme to guarantee the security of UAV-relayed wireless networks with caching via jointly optimizing the UAV trajectory and time scheduling. For every two users that have cached the required file for the other, the UAV broadcasts the files together to these two users, and the eavesdropping can be disrupted. For the users without caching, we maximize their minimum average secrecy rate by jointly optimizing the trajectory and scheduling, with the secrecy rate of the caching users satisfied. The corresponding optimization problem is difficult to solve due to its non-convexity, and we propose an iterative algorithm via successive convex optimization to solve it approximately. Furthermore, we also consider a benchmark scheme in which we maximize the minimum average secrecy rate among all users by jointly optimizing the UAV trajectory and time scheduling when no user has the caching ability. Simulation results are provided to show the effectiveness and efficiency of our proposed scheme.
引用
收藏
页码:3140 / 3153
页数:14
相关论文
共 37 条
[1]  
[Anonymous], IEEE COMMUN SURVEYS
[2]  
Boyd Stephen P., 2014, Convex Optimization
[3]   Dual-UAV-Enabled Secure Communications: Joint Trajectory Design and User Scheduling [J].
Cai, Yunlong ;
Cui, Fangyu ;
Shi, Qingjiang ;
Zhao, Minjian ;
Li, Geoffrey Ye .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (09) :1972-1985
[4]   Optimization or Alignment: Secure Primary Transmission Assisted by Secondary Networks [J].
Cao, Yang ;
Zhao, Nan ;
Yu, F. Richard ;
Jin, Minglu ;
Chen, Yunfei ;
Tang, Jie ;
Leung, Victor C. M. .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (04) :905-917
[5]   mm-Wave SAR Demonstrator as a Test Bed for Advanced Solutions in Microwave Imaging [J].
Caris, Michael ;
Stanko, Stephan ;
Malanowski, Mateusz ;
Samczynski, Piotr ;
Kulpa, Krzysztof ;
Leuther, Arnulf ;
Tessmann, Axel .
IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE, 2014, 29 (07) :8-15
[6]  
Challita U., IEEE WIRELESS COMMUN
[7]  
Chen M., 2018, LIQUID STATE MACHINE
[8]   Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience [J].
Chen, Mingzhe ;
Mozaffari, Mohammad ;
Saad, Walid ;
Yin, Changchuan ;
Debbah, Merouane ;
Hong, Choong Seon .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2017, 35 (05) :1046-1061
[9]   UAV Trajectory Optimization for Data Offloading at the Edge of Multiple Cells [J].
Cheng, Fen ;
Zhang, Shun ;
Li, Zan ;
Chen, Yunfei ;
Zhao, Nan ;
Yu, F. Richard ;
Leung, Victor C. M. .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (07) :6732-6736
[10]   A Survey on Non-Orthogonal Multiple Access for 5G Networks: Research Challenges and Future Trends [J].
Ding, Zhiguo ;
Lei, Xianfu ;
Karagiannidis, George K. ;
Schober, Robert ;
Yuan, Jinhong ;
Bhargava, Vijay K. .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2017, 35 (10) :2181-2195