Resource allocation and offloading decision for secure UAV-based MEC wireless-powered System

被引:3
|
作者
Lu, Fangwei [1 ]
Liu, Gongliang [1 ]
Zhan, Yuezhe [2 ]
Ding, Yu [2 ]
Lu, Weidang [2 ]
Gao, Yuan [3 ]
机构
[1] Harbin Inst Technol, Dept Commun Engn, Weihai 264209, Peoples R China
[2] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310023, Peoples R China
[3] Acad Mil Sci PLA, Beijing, Peoples R China
关键词
Wireless power transfer; Secure communication; Mobile edge computing; Resource allocation; EDGE; MANAGEMENT;
D O I
10.1007/s11276-023-03401-w
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Unmanned aerial vehicles (UAVs) equipped with mobile edge computing (MEC) servers and featuring flexible deployment capabilities can help to reduce the computing pressure on ground user networks. However, the majority of ground users are hindered by their limited battery life, preventing them from working without interruption. To maximize the service lifetime of ground users, UAVs transmit energy to them first and then collect offload tasks afterwards. This approach allows users to work without interruption while transmitting UAVs with computing tasks which can then be processed with the help of MEC servers. This helps to reduce the pressure on ground user networks, ensuring that they remain reliable and efficient. Therefore, we propose an optimization problem that aims to maximize the minimum security offloading rate of the system. This problem involves multiple variables, so conventional methods are not suitable for solving it. Our proposed scheme utilizes block coordinate descent (BCD) and successive convex approximation (SCA) algorithms, which can better optimize the user offloading decision, energy transfer duration, and user transmit power. Numerical results demonstrate that our scheme is more effective than the two benchmark schemes in improving the system performance.
引用
收藏
页码:6151 / 6159
页数:9
相关论文
共 50 条
  • [41] Energy Efficient Resource Allocation for Wireless Powered UAV Wireless Communication System With Short Packet
    Xie, Jin
    Chang, Zheng
    Guo, Xijuan
    Hamalainen, Timo
    IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2023, 7 (01): : 101 - 113
  • [42] Performance Analysis and Resource Allocation of STAR-RIS-Aided Wireless-Powered NOMA System
    Xie, Kengyuan
    Cai, Guofa
    Kaddoum, Georges
    He, Jiguang
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (10) : 5740 - 5755
  • [43] Joint Resource Allocation and Trajectory Optimization With QoS in UAV-Based NOMA Wireless Networks
    Li, Yabo
    Zhang, Haijun
    Long, Keping
    Jiang, Chunxiao
    Guizani, Mohsen
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (10) : 6343 - 6355
  • [44] UAV-Assisted Wireless-Powered Secure Communications: Integration of Optimization and Deep Learning
    Heo, Kanghyun
    Lee, Woongsup
    Lee, Kisong
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (09) : 10530 - 10545
  • [45] Joint resource and trajectory optimization for secure UAV-based relay NOMA system
    Nguyen, Thanh Trung
    Hoang, Van Toan
    Tran, Manh Hoang
    Le, Thi Thanh Huyen
    Tran, Xuan Nam
    VEHICULAR COMMUNICATIONS, 2023, 43
  • [46] Joint Offloading Decision and Resource Allocation in MEC-enabled Vehicular Networks
    Zhang, Lintao
    Sun, Yanglong
    Tang, Yuliang
    Zeng, Hao
    Ruan, Yuqi
    2021 IEEE 93RD VEHICULAR TECHNOLOGY CONFERENCE (VTC2021-SPRING), 2021,
  • [47] Hybrid Beamforming Design and Resource Allocation for UAV-Aided Wireless-Powered Mobile Edge Computing Networks With NOMA
    Feng, Wanmei
    Tang, Jie
    Zhao, Nan
    Zhang, Xiuyin
    Wang, Xianbin
    Wong, Kai-Kit
    Chambers, Jonathon A.
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (11) : 3271 - 3286
  • [48] Joint Offloading Decision and Resource Allocation for Multiuser NOMA-MEC Systems
    Zhou, Wen'an
    Lin, Lixia
    Liu, Jianlong
    Zhang, Donglong
    Xie, Yifan
    IEEE ACCESS, 2019, 7 : 181100 - 181116
  • [49] Energy-Efficient Resource Allocation for OFDMA-based Wireless-Powered Backscatter Communications
    Gu, Bowen
    Xu, Yongjun
    Huang, Chongwen
    Hu, Rose Qingyang
    IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), 2021,
  • [50] Resource Allocation and Computation Offloading for Wireless Powered Mobile Edge Computing
    Chen, Jun
    Chang, Zheng
    Guo, Wenlong
    Guo, Xijuan
    SENSORS, 2022, 22 (16)