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
来源
2019 IEEE GLOBECOM WORKSHOPS (GC WKSHPS) | 2019年
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 22 条
  • [1] Computation Rate Maximization for Wireless Powered Mobile-Edge Computing With Binary Computation Offloading
    Bi, Suzhi
    Zhang, Ying Jun
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (06) : 4177 - 4190
  • [2] WIRELESS POWERED COMMUNICATION NETWORKS: AN OVERVIEW
    Bi, Suzhi
    Zeng, Yong
    Zhang, Rui
    [J]. IEEE WIRELESS COMMUNICATIONS, 2016, 23 (02) : 10 - 18
  • [3] Joint Computation and Communication Cooperation for Energy-Efficient Mobile Edge Computing
    Cao, Xiaowen
    Wang, Feng
    Xu, Jie
    Zhang, Rui
    Cui, Shuguang
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (03) : 4188 - 4200
  • [4] Wireless Powered Cooperation-Assisted Mobile Edge Computing
    Hu, Xiaoyan
    Wong, Kai-Kit
    Yang, Kun
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (04) : 2375 - 2388
  • [5] Power-Efficient Communication in UAV-Aided Wireless Sensor Networks
    Hua, Meng
    Wang, Yi
    Zhang, Zhengming
    Li, Chunguo
    Huang, Yongming
    Yang, Luxi
    [J]. IEEE COMMUNICATIONS LETTERS, 2018, 22 (06) : 1264 - 1267
  • [6] Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks
    Huang, Liang
    Bi, Suzhi
    Zhang, Ying-Jun Angela
    [J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2020, 19 (11) : 2581 - 2593
  • [7] Ju H., 2014, P IEEE GLOBECOM
  • [8] Joint Tx Power Allocation and Rx Power Splitting for SWIPT System With Multiple Nonlinear Energy Harvesting Circuits
    Kang, Jae-Mo
    Kim, Il-Min
    Kim, Dong In
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2019, 8 (01) : 53 - 56
  • [9] Liang Z., 2019, IEEE T WIRELESS COMM
  • [10] Price-Based Distributed Offloading for Mobile-Edge Computing With Computation Capacity Constraints
    Liu, Mengyu
    Liu, Yuan
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2018, 7 (03) : 420 - 423