Cache- and Energy Harvesting-Enabled D2D Cellular Network: Modeling, Analysis and Optimization

被引:16
作者
Meng, Yue [1 ]
Zhang, Zhi [1 ]
Huang, Yuzhen [2 ,3 ]
机构
[1] Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100088, Peoples R China
[2] Def Innovat Inst, Artificial Intelligence Res Ctr, Beijing 100166, Peoples R China
[3] Beijing Univ Posts & Telecommun, Sch Informat & Commun, Beijing 100876, Peoples R China
来源
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING | 2021年 / 5卷 / 02期
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Device-to-device communication; Geometry; Cellular networks; Stochastic processes; Throughput; Mobile handsets; Energy harvesting; D2D caching; energy harvesting; caching strategy; successful offloading probability; stochastic geometry; DEVICE; DISTRIBUTIONS; THROUGHPUT; HETNETS;
D O I
10.1109/TGCN.2021.3069506
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
With the improvement of quality of service requirement and the increase of energy expenditure, integrating caching and energy harvesting (EH) to device-to-device (D2D) communication is a prospective but challenging research. In this paper, we focus on investigating the network performance with stochastic geometry for cache- and EH-enabled D2D cellular network, in which each mobile user (MU) can cache contents from the base station and be charged through EH. Specifically, taking into account the knowledge of the energy states and the requested contents, along with the randomness of content caching, each MU can fetch its requested file via three modes, i.e., self-satisfied, D2D communication and cellular downlink communication. In view of this observation, stochastic geometry is applied to analyze the system transmission model, and from which the content delivery strategies are designed, as well as the cache hit probability and successful transmission probability are characterized under three modes, respectively. Based on the analyzed results, two probabilistic caching strategies with different objectives are further designed to maximize the cache hit probability and the network successful offloading probability. Finally, comprehensive simulations are provided to analyze the effect of different parameters on network performance and verify the superiority of the proposed caching strategies.
引用
收藏
页码:703 / 713
页数:11
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