摘要
为了满足5G系统低时延高可靠的需求,针对单缓存终端直传(D2D)协作边缘缓存系统,提出了一种基于传输时延的缓存策略。运用随机几何理论,将请求用户和空闲用户的动态分布建模为相互独立的齐次泊松点过程,综合考虑内容流行度、用户位置信息、设备传输功率以及干扰,推导出用户的平均传输时延与缓存概率分布的关系式。以平均传输时延为目标函数建立优化问题,提出了一个低复杂度的迭代算法,得到平均传输时延次优的缓存策略。仿真结果表明,该缓存策略在传输时延方面优于常见的几种缓存策略。
To meet the requirements of 5G system with low delay and high reliability,for a single-caching D2D cooperative edge caching system,an optimization of the caching strategy based on transmission delay was proposed.The dynamic distributions of requesting users and idle users were modeled as the independent homogeneous poisson point process(HPPP)utilizing the stochastic geometry theory.Comprehensively considering the content popularity,user location information,device transmission power and interference,the relationship between the average transmission delay of user and the cache probability distribution was derived.Taking the average transmission delay as the objective function,the optimization problem was established,and a low complexity iterative algorithm was proposed to obtain the cache strategy with sub-optimal average transmission delay.Simulation results demonstrate that the proposed optimization cache strategy is superior to several common cache strategies in terms of transmission delay.
作者
蔡艳
吴凡
朱洪波
CAI Yan;WU Fan;ZHU Hongbo(Key Laboratory of Wireless Communications of Jiangsu Province,Nanjing University of Posts and Telecommunications,Nanjing 210003,China)
出处
《通信学报》
EI
CSCD
北大核心
2021年第3期183-189,共7页
Journal on Communications
基金
国家自然科学基金资助项目(No.61671251,No.61871446)
江苏省重点研发计划基金资助项目(No.BE2020084-5)。
关键词
移动边缘网络
终端直传协作缓存
内容流行度
缓存概率分布
传输时延
mobile edge network
D2D cooperative caching
content popularity
distribution of caching probability
transmission delay
