Energy Minimization in Reconfigurable Intelligent Surface-Assisted Unmanned Aerial Vehicle-Enabled Wireless Powered Mobile Edge Computing Systems with Rate-Splitting Multiple Access

被引:3
|
作者
Kim, Jihyung [1 ]
Hong, Eunhye [2 ]
Jung, Jaemin [3 ]
Kang, Jinkyu [3 ]
Jeong, Seongah [2 ]
机构
[1] Elect & Telecommun Res Inst, Spatial Wireless Transmiss Res Sect, Daejeon 34129, South Korea
[2] Kyungpook Natl Univ, Sch Elect Engn, Daegu 41566, South Korea
[3] Myongji Univ, Dept Informat & Commun Engn, Yongin 17058, South Korea
关键词
mobile edge computing; wireless energy transfer; reconfigurable intelligent surfaces; offloading; unmanned aerial vehicle; rate-splitting multiple access; OPTIMIZATION;
D O I
10.3390/drones7120688
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
In this study, a reconfigurable intelligent surface (RIS)-assisted wireless-powered mobile edge computing (WP-MEC) system is proposed, where a single-antenna unmanned aerial vehicle (UAV)-mounted cloudlet provides offloading opportunities to K user equipments (UEs) with a single antenna, and the K UEs can harvest the energy from the broadcast radio-frequency signals of the UAV. In addition, rate-splitting multiple access is used to provide offloading opportunities to multiple UEs for effective power control and high spectral efficiency. The aim of this paper is to minimize the total energy consumption by jointly optimizing the resource allocation in terms of time, power, computing frequency, and task load, along with the UAV trajectory and RIS phase-shift matrix. Since coupling issues between optimization variable designs are caused, however, an alternating optimization-based algorithm is developed. The performance of the proposed algorithm is verified via simulations and compared with the benchmark schemes of partial optimizations of resource allocation, path planning, and RIS phase design. The proposed algorithm exhibits high performance in WP-MEC systems with insufficient resources, e.g., achieving up to 40% energy reduction for a UAV with eight elements of RIS.
引用
收藏
页数:19
相关论文
共 15 条
  • [1] Intelligent Reflecting Surface Aided Mobile Edge Computing with Rate-Splitting Multiple Access
    Wu, Yinyu
    Zhang, Xuhui
    Xing, Huijun
    Zang, Weilin
    Wang, Shuqiang
    Shen, Yanyan
    2024 IEEE 99TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2024-SPRING, 2024,
  • [2] Intelligent computational methods for multi-unmanned aerial vehicle-enabled autonomous mobile edge computing systems
    Asim, Muhammad
    Abd El-Latif, Ahmed A.
    ISA TRANSACTIONS, 2023, 132 : 5 - 15
  • [3] Energy Minimization for Intelligent Reflecting Surface-Assisted Mobile Edge Computing
    Sun, Chao
    Ni, Wei
    Bu, Zhiyong
    Wang, Xin
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (08) : 6329 - 6344
  • [4] Computation offloading game in multiple unmanned aerial vehicle-enabled mobile edge computing networks
    Ren, Yanling
    Xie, Zhibin
    Ding, Zhenfeng
    Sun, Xiyuan
    Xia, Jie
    Tian, Yubo
    IET COMMUNICATIONS, 2021, 15 (10) : 1392 - 1401
  • [5] Intelligent reflecting surface-assisted cognitive radio-inspired rate-splitting multiple access systems
    Liu, Peixu
    Jing, Gang
    Liu, Hongwu
    Yang, Liang
    Tsiftsis, Theodoros A.
    DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 9 (03) : 655 - 666
  • [6] Intelligent reflecting surface-assisted cognitive radio-inspired rate-splitting multiple access systems
    Peixu Liu
    Gang Jing
    Hongwu Liu
    Liang Yang
    Theodoros ATsiftsis
    Digital Communications and Networks, 2023, 9 (03) : 655 - 666
  • [7] Ergodic Rate Analysis of Simultaneous Transmitting and Reflecting Reconfigurable Intelligent Surface-Assisted Rate-Splitting Multiple Access Systems Based on Discrete Phase Shifts
    Liu, Tao
    Zhou, Yue
    SENSORS, 2024, 24 (17)
  • [8] Rate-Splitting Multiple Access for Transmissive Reconfigurable Intelligent Surface Transceiver Empowered ISAC Systems
    Liu, Ziwei
    Chen, Wen
    Wu, Qingqing
    Yuan, Jinhong
    Zhang, Shanshan
    Li, Zhendong
    Li, Jun
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (16): : 27245 - 27259
  • [9] Reconfigurable Intelligent Surface Empowered Rate-Splitting Multiple Access for Simultaneous Wireless Information and Power Transfer
    Tian, Chengzhong
    Mao, Yijie
    Zhao, Kangchun
    Shi, Yuanming
    Clerckx, Bruno
    2023 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, 2023,
  • [10] Energy-Sensitive Binary Offloading for Reconfigurable-Intelligent-Surface-Assisted Wireless-Powered Mobile-Edge Computing
    Yang, Yizhen
    Gong, Yi
    Wu, Yik-Chung
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (07) : 11593 - 11605