Residential College | false |
Status | 已發表Published |
Resource and Trajectory Optimization for Secure Communications in Dual-UAV-MEC Systems | |
Lu Weidang1; Ding Yu1; Gao Yuan2; Hu Su3; Wu Yuan4; Zhao Nan5; Gong Yi6 | |
2021-06 | |
Source Publication | IEEE Transactions on Industrial Informatics |
ISSN | 1551-3203 |
Volume | 18Issue:4Pages:2704-2713 |
Abstract | With the maneuverability and mobility control of unmanned aerial vehicle (UAV), carrying mobile edge computing (MEC) servers on UAVs is able to effectively alleviate the explosive growth of data traffic pressure. However, UAV adopts line-of-sight (LOS) transmission which has broadcasting characteristics. Malicious eavesdroppers can easily take advantage of the characteristics to eavesdrop information during the UAV edge computing. Therefore, the security of the UAV-MEC systems is a challenging problem. This paper proposes a secure communication scheme for the Dual-UAV-MEC system. In the proposed scheme, UAV Server assists ground users in calculating the offloading tasks. In order to reduce the eavesdropping of offloading information by UAV Eavesdropper, Jammer sends interference signals on the ground. We aim to maximize the user's minimum secure calculation capacity by optimizing resources and trajectory of the UAV Server. We firstly transform the optimization problem into a tractable form through mathematical methods, and use successive convex approximation (SCA) and block coordinate descent (BCD) algorithms to solve it in an iterative manner. The final numerical results show that, compared with the benchmark schemes, the method proposed in this paper effectively increases the secure calculation capacity of the system. |
Keyword | Unmanned Aerial Vehicle (Uav) Mobile Edge Computing (Mec) Secure Transmission Resource Optimization Trajectory Optimization |
DOI | 10.1109/TII.2021.3087726 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Automation & Control Systems ; Computer Science ; Engineering |
WOS Subject | Automation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial |
WOS ID | WOS:000739636900056 |
Publisher | IEEE Computer Society |
Scopus ID | 2-s2.0-85111073670 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | University of Macau |
Corresponding Author | Gao Yuan; Hu Su |
Affiliation | 1.Collge of Information Engineering, Zhejiang University of Technology, 12624 Hangzhou, China, 310023 (e-mail: [email protected]) 2.Electronic Engineering, Beijing, China, China, 100084 (e-mail: [email protected]) 3.National Key Lab on Communications, University of Electronic Science and Technology of China, 12599 Chengdu, China, 611731 (e-mail: [email protected]) 4.Department of Computer and Information Science and State Key Lab of Internet of Things for Smart City, University of Macau, 59193 Taipa, Macao, (e-mail: [email protected]) 5.Dalian, China, 116024 (e-mail: [email protected]) 6.Southern University of Science and Technology, 255310 Shenzhen, Guangdong, China, 518055 (e-mail: [email protected]) |
Recommended Citation GB/T 7714 | Lu Weidang,Ding Yu,Gao Yuan,et al. Resource and Trajectory Optimization for Secure Communications in Dual-UAV-MEC Systems[J]. IEEE Transactions on Industrial Informatics, 2021, 18(4), 2704-2713. |
APA | Lu Weidang., Ding Yu., Gao Yuan., Hu Su., Wu Yuan., Zhao Nan., & Gong Yi (2021). Resource and Trajectory Optimization for Secure Communications in Dual-UAV-MEC Systems. IEEE Transactions on Industrial Informatics, 18(4), 2704-2713. |
MLA | Lu Weidang,et al."Resource and Trajectory Optimization for Secure Communications in Dual-UAV-MEC Systems".IEEE Transactions on Industrial Informatics 18.4(2021):2704-2713. |
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