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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 PublicationIEEE Transactions on Industrial Informatics
ISSN1551-3203
Volume18Issue: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.

KeywordUnmanned Aerial Vehicle (Uav) Mobile Edge Computing (Mec) Secure Transmission Resource Optimization Trajectory Optimization
DOI10.1109/TII.2021.3087726
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaAutomation & Control Systems ; Computer Science ; Engineering
WOS SubjectAutomation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial
WOS IDWOS:000739636900056
PublisherIEEE Computer Society
Scopus ID2-s2.0-85111073670
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Citation statistics
Document TypeJournal article
CollectionUniversity of Macau
Corresponding AuthorGao Yuan; Hu Su
Affiliation1.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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