Joint Computing and Communication Resource Allocation for Satellite Communication Networks with Edge Computing

被引:0
|
作者
Shanghong Zhang [1 ,2 ]
Gaofeng Cui [1 ,2 ,3 ]
Yating Long [1 ,2 ]
Weidong Wang [1 ,4 ]
机构
[1] School of Electronic Engineering, Beijing University of Posts and Telecommunications
[2] Key Laboratory of Universal Wireless Communications(Beijing University of Posts and Telecommunications)
[3] Science and Technology on Information Transmission and Dissemination in Communication Networks Laboratory
[4] Key Laboratory of Universal Wireless Communication(Beijing University of Posts and Telecommunications)s
基金
中国国家自然科学基金;
关键词
satellite communication networks; edge computing; resource allocation; matching theory;
D O I
暂无
中图分类号
TN927.2 [];
学科分类号
080402 ; 080904 ; 0810 ; 081001 ;
摘要
Benefit from the enhanced onboard processing capacities and high-speed satellite-terrestrial links, satellite edge computing has been regarded as a promising technique to facilitate the execution of the computation-intensive applications for satellite communication networks(SCNs). By deploying edge computing servers in satellite and gateway stations,SCNs can achieve significant performance gains of the computing capacities at the expense of extending the dimensions and complexity of resource management. Therefore, in this paper, we investigate the joint computing and communication resource management problem for SCNs to minimize the execution latency of the computation-intensive applications,while two different satellite edge computing scenarios and local execution are considered. Furthermore, the joint computing and communication resource allocation problem for the computation-intensive services is formulated as a mixed-integer programming problem.A game-theoretic and many-to-one matching theorybased scheme(JCCRA-GM) is proposed to achieve an approximate optimal solution. Numerical results show that the proposed method with low complexity can achieve almost the same weight-sum latency as the Brute-force method.
引用
收藏
页码:236 / 252
页数:17
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