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
  • [21] Computation Rate Maximization in UAV-Enabled Wireless-Powered Mobile-Edge Computing Systems
    Zhou, Fuhui
    Wu, Yongpeng
    Hu, Rose Qingyang
    Qian, Yi
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (09) : 1927 - 1941
  • [22] Online Computation Offloading and Resource Scheduling in Mobile-Edge Computing
    Liu, Tong
    Zhang, Yameng
    Zhu, Yanmin
    Tong, Weiqin
    Yang, Yuanyuan
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (08) : 6649 - 6664
  • [23] Energy-Efficient Cooperative Communication and Computation for Wireless Powered Mobile-Edge Computing
    Mao, Sun
    Wu, Jinsong
    Liu, Lei
    Lan, Dapeng
    Taherkordi, Amir
    IEEE SYSTEMS JOURNAL, 2022, 16 (01): : 287 - 298
  • [24] Joint Computation Offloading and Data Caching with Delay Optimization in Mobile-Edge Computing Systems
    Wang, Haixia
    Li, Rongpeng
    Fan, Lu
    Zhang, Honggang
    2017 9TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2017,
  • [25] Multi-objective Optimization for Computation Offloading in Mobile-edge Computing
    Liu, Liqing
    Chang, Zheng
    Guo, Xijuan
    Ristaniemi, Tapani
    2017 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2017, : 832 - 837
  • [26] Computation Offloading and Resource Allocation for Wireless Powered Mobile Edge Computing With Latency Constraint
    Feng, Jie
    Pei, Qingqi
    Yu, F. Richard
    Chu, Xiaoli
    Shang, Bodong
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2019, 8 (05) : 1320 - 1323
  • [27] Online Learning for Distributed Computation Offloading in Wireless Powered Mobile Edge Computing Networks
    Wang, Xiaojie
    Ning, Zhaolong
    Guo, Lei
    Guo, Song
    Gao, Xinbo
    Wang, Guoyin
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 33 (08) : 1841 - 1855
  • [28] Computation Offloading for Mobile-Edge Computing with Maximum Flow Minimum Cut
    Dong, Luobing
    Wang, Fei
    Shan, Junyuan
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND APPLICATION ENGINEERING (CSAE2018), 2018,
  • [29] Dynamic multi-user computation offloading for wireless powered mobile edge computing
    Li, Chunlin
    Tang, Jianhang
    Luo, Youlong
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2019, 131 : 1 - 15
  • [30] Cooperative Resource Allocation for Computation Offloading in Mobile-Edge Computing Networks
    Li, Qun
    Shao, Hanqin
    2021 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2021,