Joint Computation Offloading and Interference Management in Wireless Cellular Networks with Mobile Edge Computing

被引:311
|
作者
Wang, Chenmeng [1 ]
Yu, F. Richard [2 ]
Liang, Chengchao [2 ]
Chen, Qianbin [1 ]
Tang, Lun [1 ]
机构
[1] Chongqing Univ Posts & Telecommun, Chongqing Key Lab Mobile Commun Technol, Chongqing 400065, Peoples R China
[2] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
基金
国家高技术研究发展计划(863计划); 中国国家自然科学基金;
关键词
Mobile edge computing (MEC); small cell networks; computation offloading; interference management; resource allocation; ADMISSION CONTROL; ALLOCATION; BANDWIDTH;
D O I
10.1109/TVT.2017.2672701
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Mobile edge computing (MEC) has attracted great interests as a promising approach to augment computational capabilities of mobile devices. An important issue in the MEC paradigm is computation offloading. In this paper, we propose an integrated framework for computation offloading and interference management in wireless cellular networks with MEC. In this integrated framework, we formulate the computation offloading decision, physical resource block (PRB) allocation, and MEC computation resource allocation as optimization problems. The MEC server makes the offloading decision according to the local computation overhead estimated by all user equipments (UEs) and the offloading overhead estimated by the MEC server itself. Then, the MEC server performs the PRB allocation using the graph coloring method. The outcomes of the offloading decision and PRB allocation are then used to distribute the computation resource of the MEC server to the UEs. Simulation results are presented to show the effectiveness of the proposed scheme with different system parameters.
引用
收藏
页码:7432 / 7445
页数:14
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