Joint Optimization of Caching Placement and Power Allocation in Virtualized Satellite-Terrestrial Network

被引:32
作者
Zhang, Haijun [1 ]
Xu, Jiali [1 ]
Liu, Xiangnan [1 ]
Long, Keping [1 ]
Leung, Victor C. M. [2 ,3 ]
机构
[1] Univ Sci & Technol Beijing, Beijing Engn & Technol Res Ctr Convergence Networ, Beijing 100083, Peoples R China
[2] Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China
[3] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Virtual resource allocation; satellite-terrestrial networks; caching placement; power allocation; RESOURCE-ALLOCATION; ENERGY EFFICIENCY; 5G; INTERNET; CHALLENGES; MANAGEMENT; THINGS;
D O I
10.1109/TWC.2023.3257178
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
With the rapid development of mobile services and applications, the transmitting of massive data makes low-cost communication a challenge. Edge-based wireless communication technology is developed to be a promising approach to satisfy the communication requirements. Edge caching technology is one of effective methods to reduce the overhead of communication system and the pressure of backhauls. In this paper, the joint optimization problem of caching placement and power allocation in virtualized low earth orbit (LEO) satellite-terrestrial networks is proposed, which is based on cooperative caching, by considering cache size limits and power constraints. The optimization problem is solved using an algorithm inspired by the courtship movements and random flights of mayflies. Simulation results show the effectiveness of the proposed scheme in improving system performance and reducing power consumption.
引用
收藏
页码:7932 / 7943
页数:12
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