A Three-Stage Alternative Optimization Promoting Multi-UAV-Assisted Mobile Offloading. (23rd August 2022)

• Record Type: Journal Article
• Authors: Han, Xiao; Wang, Huiqiang; Feng, Guangsheng; Zhuang, Xiaoxiao; Wang, Chengbo
• Other Names: Li Zengpeng Academic Editor.
• Is Part Of: Security and communication networks. Volume 2022(2022)
• Publication Date: 2022-08-23
• Subjects: Computer networks -- Security measures -- Periodicals; Computer security -- Periodicals; Cryptography -- Periodicals; 005.805
• DOI: 10.1155/2022/5682891
• Languages: English
• ISSNs: 1939-0114

Abstract

Abstract : A solution using multiple-relay method is presented to provide an efficient solution using UAV-assisted mobile devices to complete computation offloading tasks, which considers the UAVs in the offloading system to help mobile devices to offload tasks in remote areas. Additionally, a mixed integer nonlinear optimization (MINO) problem is constructed to maximize minimum user computational speed, and a three-stage iterative optimization algorithm is proposed to find a solution of the MINO problem. Simulation experiments are setup to verify the effectiveness of the devised methods, which show that our proposed algorithm and solution is superior to the single UAV method.