Orthogonal Multipoint Multicast Caching in OFDM Cellular Networks with ICI and IBI

Mohsen Amidzadeh, H. Al-Tous, G. Caire, O. Tirkkonen
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引用次数: 3

Abstract

We consider optimal cache placement and delivery for Orthogonal Multipoint Multicasting (OMPMC) cellular systems. In OMPMC, all Base Stations (BSs) that cache a file transmit identical signals in a dedicated frequency resource. The simultaneous transmissions create artificial multipath propagation, which creates Inter-Block Interference (IBI) and Inter-Carrier Interference (ICI) in Orthogonal Frequency Division Multiplexing systems where the Cyclic Prefix (CP) is shorter than the maximum propagation delay. The placement of files at BS caches is based on a probabilistic model. A file request is in outage if the average signal-to-interference-and-noise ratio associated with a request is less than a threshold. We formulate the cache policy and bandwidth allocation as a joint optimization problem aiming to minimize the total outage probability, and considering the effect of IBI and ICI. Despite that the outage probability does not have a closed form expression, we are able to devise an algorithm to find the optimal solution based on predictor-corrector approach. Simulations results are used to demonstrate the capability of the proposed algorithm to find the optimum cache policy. Simulation results show that the effect of ICI/IBI has to be considered in designing OMPMC caching policy.
基于ICI和IBI的OFDM蜂窝网络正交多点组播缓存
我们考虑正交多点多播(OMPMC)蜂窝系统的最佳缓存放置和传输。在OMPMC中,缓存文件的所有基站(BSs)在专用频率资源中传输相同的信号。在循环前缀(CP)小于最大传播延迟的正交频分复用系统中,同步传输产生了人工多径传播,产生了块间干扰(IBI)和载波间干扰(ICI)。文件在BS缓存中的位置是基于概率模型的。如果与请求相关的平均信噪比小于阈值,则文件请求处于中断状态。我们将缓存策略和带宽分配作为一个以最小化总中断概率为目标的联合优化问题,并考虑了IBI和ICI的影响。尽管中断概率不具有封闭形式表达式,但我们能够设计一种基于预测-校正方法的算法来寻找最优解。仿真结果证明了该算法能够找到最优的缓存策略。仿真结果表明,在设计OMPMC缓存策略时必须考虑到ICI/IBI的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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