蜂窝异构网络中基于CoMP的缓存策略研究
首发时间:2017-01-03
摘要:蜂窝异构网络的部署能有效地满足与日俱增的移动数据需求,但同时却给有限容量的回传链路带来沉重负担。针对该问题一个有前景的解决方案是在小基站前瞻性地缓存流行性文件从而直接服务本地用户。本文研究基于CoMP的缓存控制策略来最大化系统效用。优化问题被描述为波束赋形和缓存控制的联合优化问题,利用变量分离将问题分解为两个子问题。然后分别利用等价WMSE和最小化问题与基于遗传算法的联合优化算法进行求解。仿真结果显示提出的优化算法能够有效的提高系统效用。
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CoMP based Cache Strategy Research in Cellular Heterogeneous Network
Abstract:The deploment of cellular heterogenous network can effectively meet the growing demand of mobile data, however, which brings heavy burden to the limited capacity backhaul link. Aiming at this problem, a promising solution is that small base station prospectively caches popular files and services local users. This paper studies CoMP based cache strategy to maximize the system utility. The optimization problem is described as a joint optimization problem of beamforming and cache control. By using variable separation, it is decomposed into two subproblems. Then exploiting the equivalent sum of WMSE minimization problem and the joint optimization algorithm based on genetic algorithm, two subproblems can be solved. Simulation results show that the proposed algorithm can effectively improve the utility of the system.
Keywords: cellular heterogeneous network CoMP cache beamforming
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