Collaborative Computation Offloading in Wireless Powered Mobile-Edge Computing Systems

被引:10
|
作者
He, Binqi [1 ]
Bi, Suzhi [1 ]
Xing, Hong [1 ]
Lin, Xiaohui [1 ]
机构
[1] Shenzhen Univ, Coll Elect & Informat Engn, Shenzhen 518060, Peoples R China
基金
中国国家自然科学基金;
关键词
RATE MAXIMIZATION; COMMUNICATION; COOPERATION;
D O I
10.1109/gcwkshps45667.2019.9024424
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper studies a novel user cooperation model in a wireless powered mobile edge computing system where two wireless users harvest wireless power transferred by one energy node and can offload part of their computation tasks to an edge server (ES) for remote execution. In particular, we consider that the direct communication link between one user to the ES is blocked, such that the other user acts as a relay to forward its offloading data to the server. Meanwhile, instead of forwarding all the received task data, we also allow the helping user to compute part of the received task locally to reduce the potentially high energy and time cost on task offloading to the ES. Our aim is to maximize the amount of data that can be processed within a given time frame of the two users by jointly optimizing the amount of task data computed at each device (users and ES), the system time allocation, the transmit power and CPU frequency of the users. We propose an efficient method to find the optimal solution and show that the proposed user cooperation can effectively enhance the computation performance of the system compared to other representative benchmark methods under different scenarios.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Computation Rate Maximization for Wireless Powered Mobile-Edge Computing With Binary Computation Offloading
    Bi, Suzhi
    Zhang, Ying Jun
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (06) : 4177 - 4190
  • [2] An Efficient Computation Offloading Strategy in Wireless Powered Mobile-Edge Computing Networks
    Zhou, Xiaobao
    Hu, Jianqiang
    Liang, Mingfeng
    Liu, Yang
    ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2021, PT II, 2022, 13156 : 334 - 344
  • [3] Intelligent Online Computation Offloading for Wireless-Powered Mobile-Edge Computing
    Wang, Yanting
    Qian, Zhuo
    He, Lijun
    Yin, Rui
    Wu, Celimuge
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (17): : 28960 - 28974
  • [4] Joint Offloading and Computing Optimization in Wireless Powered Mobile-Edge Computing Systems
    Wang, Feng
    Xu, Jie
    Wang, Xin
    Cm, Shuguang
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [5] Joint Offloading and Computing Optimization in Wireless Powered Mobile-Edge Computing Systems
    Wang, Feng
    Xu, Jie
    Wang, Xin
    Cui, Shuguang
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (03) : 1784 - 1797
  • [6] Decentralized Computation Offloading over Wireless-Powered Mobile-Edge Computing Networks
    Zhang, Yazhou
    Dong, Xinsong
    Zhao, Yinna
    PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS), 2020, : 137 - 140
  • [7] Collaborative Computation Offloading for Mobile-Edge Computing over Fiber-Wireless Networks
    Guo, Hongzhi
    Liu, Jiajia
    Qin, Huiling
    Zhang, Haibin
    GLOBECOM 2017 - 2017 IEEE GLOBAL COMMUNICATIONS CONFERENCE, 2017,
  • [8] Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks
    Huang, Liang
    Bi, Suzhi
    Zhang, Ying-Jun Angela
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2020, 19 (11) : 2581 - 2593
  • [9] Wireless Powered Mobile Edge Computing: Offloading Or Local Computation?
    Psomas, Constantinos
    Krikidis, Ioannis
    IEEE COMMUNICATIONS LETTERS, 2020, 24 (11) : 2642 - 2646
  • [10] Joint Offloading and Computing Design in Wireless Powered Mobile-Edge Computing Systems With Full-Duplex Relaying
    Wen, Zhigang
    Yang, Kaixi
    Liu, Xiaoqing
    Li, Shan
    Zou, Junwei
    IEEE ACCESS, 2018, 6 : 72786 - 72795