Secure Computation Efficiency Resource Allocation for Massive MIMO-Enabled Mobile Edge Computing Networks

doi:10.23919/JCC.ea.2021-0737.202401

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	Secure Computation Efficiency Resource Allocation for Massive MIMO-Enabled Mobile Edge Computing Networks
	Sun, Gangcan 1; Sun, Jiwei 1; Hao, Wanming 1; Zhu, Zhengyu 1; Ji, Xiang 1; Zhou, Yiqing 2,3
	2024-03-31
发表期刊	CHINA COMMUNICATIONS
ISSN	1673-5447
页码	13
摘要	In this article, the secure computation efficiency (SCE) problem is studied in a massive multipleinput multiple-output (mMIMO)-assisted mobile edge computing (MEC) network. We first derive the secure transmission rate based on the mMIMO under imperfect channel state information. Based on this, the SCE maximization problem is formulated by jointly optimizing the local computation frequency, the offloading time, the downloading time, the users and the base station transmit power. Due to its difficulty to directly solve the formulated problem, we first transform the fractional objective function into the subtractive form one via the dinkelbach method. Next, the original problem is transformed into a convex one by applying the successive convex approximation technique, and an iteration algorithm is proposed to obtain the solutions. Finally, the stimulations are conducted to show that the performance of the proposed schemes is superior to that of the other schemes.
关键词	eavesdropping massive multiple input multiple output mobile edge computing partial of- floading secure computation efficiency
DOI	10.23919/JCC.ea.2021-0737.202401
收录类别	SCI
语种	英语
资助项目	Technology Innovation Talents in Univer-sities of Henan Province[23HASTIT019] ; Technology Innovation Talents in Univer-sities of Henan Province[24HASTIT038] ; China Postdoctoral Science Foundation[2023T160596] ; China Postdoctoral Science Foundation[2023M733251] ; Open Research Fund of National Mobile Communi-cations Research Laboratory, Southeast University[2023D11] ; SongShan Laboratory Foundation
WOS研究方向	Telecommunications
WOS类目	Telecommunications
WOS记录号	WOS:001196696800001
出版者	CHINA INST COMMUNICATIONS
引用统计
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/38731
专题	中国科学院计算技术研究所
通讯作者	Ji, Xiang
作者单位	1.Zhengzhou Univ, Sch Elect & Informat Engn, Zhengzhou 450001, Peoples R China 2.Chinese Acad Sci, Beijing Key Lab Mobile Comp & Pervas Device, Beijing 100190, Peoples R China 3.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Sun, Gangcan,Sun, Jiwei,Hao, Wanming,et al. Secure Computation Efficiency Resource Allocation for Massive MIMO-Enabled Mobile Edge Computing Networks[J]. CHINA COMMUNICATIONS,2024:13.
APA	Sun, Gangcan,Sun, Jiwei,Hao, Wanming,Zhu, Zhengyu,Ji, Xiang,&Zhou, Yiqing.(2024).Secure Computation Efficiency Resource Allocation for Massive MIMO-Enabled Mobile Edge Computing Networks.CHINA COMMUNICATIONS,13.
MLA	Sun, Gangcan,et al."Secure Computation Efficiency Resource Allocation for Massive MIMO-Enabled Mobile Edge Computing Networks".CHINA COMMUNICATIONS (2024):13.