Edge Cache-Assisted Secure Low-Latency Millimeter-Wave Transmission

被引:23
作者
Hao, Wanming [1 ,2 ,3 ]
Zeng, Ming [4 ,5 ]
Sun, Gangcan [1 ,6 ]
Xiao, Pei [3 ]
机构
[1] Zhengzhou Univ, Sch Informat Engn, Zhengzhou 450001, Peoples R China
[2] Henan Inst Adv Technol, Zhengzhou 450001, Henan, Peoples R China
[3] Univ Surrey, 5G Innovat Ctr, Inst Commun Syst, Guildford GU2 7XH, Surrey, England
[4] Laval Univ, Fac Sci & Engn, Quebec City, PQ G1V 0A6, Canada
[5] Mem Univ, Fac Engn & Appl Sci, St John, NF A1B 3X9, Canada
[6] Zhengzhou Univ, Inst Ind Technol, Zhengzhou 450001, Peoples R China
基金
中国博士后科学基金; 英国工程与自然科学研究理事会;
关键词
Beamforming; edge cache; millimeter wave (mmWave); multicast; secure transmission delay; PHYSICAL LAYER SECURITY; RESOURCE-ALLOCATION; COOPERATIVE NOMA; NETWORKS; PLACEMENT; SWIPT; RANS;
D O I
10.1109/JIOT.2019.2957351
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 article, we consider an edge cache-assisted millimeter-wave cloud radio access network (C-RAN). Each remote radio head (RRH) in the C-RAN has a local cache, which can prefetch and store the files requested by the actuators. Multiple RRHs form a cluster to cooperatively serve the actuators, which acquire their required files either from the local caches or from the central processor via multicast fronthaul links. For such a scenario, we formulate a beamforming design problem to minimize the secure transmission delay under transmit power constraint of each RRH. Due to the difficulty of directly solving the formulated problem, we divide it into two independent ones: 1) minimizing the fronthaul transmission delay by jointly optimizing the transmit and receive beamforming and 2) minimizing the maximum access transmission delay by jointly designing cooperative beamforming among RRHs. An alternatively iterative algorithm is proposed to solve the first optimization problem. For the latter, we first design the analog beamforming based on the channel state information of the actuators. Then, with the aid of successive convex approximation and $S$ -procedure techniques, a semidefinite program (SDP) is formulated, and an iterative algorithm is proposed through SDP relaxation. Finally, the simulation results are provided to verify the performance of the proposed schemes.
引用
收藏
页码:1815 / 1825
页数:11
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