Computation Offloading and Resource Allocation for Wireless Powered Mobile Edge Computing With Latency Constraint

被引:74
作者
Feng, Jie [1 ]
Pei, Qingqi [1 ]
Yu, F. Richard [2 ]
Chu, Xiaoli [3 ]
Shang, Bodong [4 ]
机构
[1] Xidian Univ, Sch Telecommun Engn, State Key Lab ISN, Xian 710071, Peoples R China
[2] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
[3] Univ Sheffield, Dept Elect & Elect Engn, Sheffield S1 3JD, S Yorkshire, England
[4] Virginia Tech, Dept ECE, Wireless VT, Blacksburg, VA 24061 USA
关键词
Wireless powered MEC; offloaded delay; resource allocation;
D O I
10.1109/LWC.2019.2915618
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this letter, we consider a multi-user wireless powered mobile edge computing (MEC) system, in which a base station (BS) integrated with an MEC server transfers energy to wireless devices (WDs) as an incentive to encourage them to offload computing tasks to the MEC server. We formulate an optimization problem to contemporaneously maximize the data utility and minimize the energy consumption of the operator under the offloaded delay constraint, by jointly controlling wireless-power allocation at the BS as well as offloaded data size and power allocation at the WDs. To solve this problem, the offloaded delay constraint is first transformed into an offloaded data rate constraint. Then an iterative algorithm is designed to obtain the optimal offloaded data size and power allocation at the WDs by using Lagrangian dual method. The results are applied to derive the optimal wireless-power allocation at the BS. Finally, simulation results show that our algorithm outperforms existing schemes in terms of operator's reward.
引用
收藏
页码:1320 / 1323
页数:4
相关论文
共 50 条
  • [1] Computation Offloading and Resource Allocation for Mobile Edge Computing
    Cheng, Ziqing
    Wang, Qi
    Li, Zhiyong
    Rudolph, Guenter
    2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 2735 - 2740
  • [2] Computation Offloading and Resource Allocation in Wireless Cellular Networks With Mobile Edge Computing
    Wang, Chenmeng
    Liang, Chengchao
    Yu, F. Richard
    Chen, Qianbin
    Tang, Lun
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (08) : 4924 - 4938
  • [3] Cooperative Computation Offloading and Resource Allocation for Mobile Edge Computing
    Li, Qiuping
    Zhao, Junhui
    Gong, Yi
    2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2019,
  • [4] Latency Optimization for Resource Allocation in Mobile-Edge Computation Offloading
    Ren, Jinke
    Yu, Guanding
    Cai, Yunlong
    He, Yinghui
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (08) : 5506 - 5519
  • [5] Stochastic computation resource allocation for mobile edge computing powered by wireless energy transfer
    Li, Chunlin
    Chen, Weining
    Tang, Hengliang
    Xin, Yan
    Luo, Youlong
    AD HOC NETWORKS, 2019, 93
  • [6] Joint Resource Allocation and Computation Offloading in Mobile Edge Computing for SDN based Wireless Networks
    Kiran, Nahida
    Pan, Chunyu
    Wang, Sihua
    Yin, Changchuan
    JOURNAL OF COMMUNICATIONS AND NETWORKS, 2020, 22 (01) : 1 - 11
  • [7] Joint Optimization on Computation Offloading and Resource Allocation in Mobile Edge Computing
    Zhang, Kaiyuan
    Gui, Xiaolin
    Ren, Dewang
    2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2019,
  • [8] DRL based binary computation offloading in wireless powered mobile edge computing
    Shen, Guanqun
    Chen, Wenchao
    Zhu, Bincheng
    Chi, Kaikai
    Chen, Xiaolong
    IET COMMUNICATIONS, 2023, 17 (15) : 1837 - 1849
  • [9] Joint Computation Offloading and Wireless Resource Allocation in Vehicular Edge Computing Networks
    Zhang, Jiao
    Liu, Zhanjun
    Gu, Bowen
    Liang, Chengchao
    Chen, Qianbin
    COMMUNICATIONS AND NETWORKING (CHINACOM 2021), 2022, : 377 - 391
  • [10] Computation Offloading and Resource Allocation in Mobile Edge Computing via Reinforcement Learning
    Wang, Danfeng
    Zhao, Jian
    2019 11TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2019,