Energy- and Spectral-Efficiency Tradeoff With α-Fairness in Energy Harvesting D2D Communication

被引:23
|
作者
Kuang, Zhufang [1 ,2 ]
Zhang, Libang [1 ]
Zhao, Lian [3 ]
机构
[1] Cent South Univ Forestry & Technol, Sch Comp & Informat Engn, Changsha 410004, Peoples R China
[2] Key Lab Intelligent Informat Percept & Proc Techn, Huzhou 412008, Peoples R China
[3] Ryerson Univ, Dept Elect Comp & Biomed Engn, Toronto, ON M5B 2K3, Canada
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Energy harvesting; energy efficiency; spectral efficiency; resource allocation; convex optimization; JOINT MODE SELECTION; RESOURCE-ALLOCATION; POWER ALLOCATION; DEVICE COMMUNICATION; SUBCARRIER; ALGORITHM;
D O I
10.1109/TVT.2020.3004118
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
Energy Harvesting (EH) technology enables Device-to-Device (D2D) User Equipments (DUEs) to harvest energy from ambient energy, making contributions to green communications and breaking the single battery-powered and the regional limitations of device deployment. The joint problem of energy harvesting and resource allocation in EH-based D2D Communication Networks (EH-DCNs) is a challenge issue. In this paper, we investigate the joint problem of resource allocation and EH time slot allocation of DUEs in EH-DCNs, where the DUEs harvest energy and multiplex Cellular User Equipments (CUEs) uplink resources. A channel assignment, power allocation and EH time slot allocation problem in EH-DCNs is formulated. The goal is to maximize energy- and spectral-efficiency with alpha-fairness while guaranteeing the EH constraints of DUEs and the quality of service of CUEs. The formulated problem is a non-convex mixedinteger multi-objective optimization problem. In order to solve the formulated problem, the multi-objective optimization problem is transformed into a single-objective optimization problem based on the weight sum method. We propose a joint iterative algorithm based on Lagrangian dual decomposition for alpha > 0 and alpha = 0, respectively. Numerical results illustrate that the proposed algorithm achieves higher energy efficiency and spectral efficiency for different network parameter settings.
引用
收藏
页码:9972 / 9983
页数:12
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