On the benefits of edge caching for MIMO interference alignment

M. Deghel, Ejder Bastug, M. Assaad, M. Debbah
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引用次数: 46

Abstract

In this contribution, we jointly investigate the benefits of caching and interference alignment (IA) in multiple-input multiple-output (MIMO) interference channel under limited backhaul capacity. In particular, total average transmission rate is derived as a function of various system parameters such as backhaul link capacity, cache size, number of active transmitter-receiver pairs as well as the quantization bits for channel state information (CSI). Given the fact that base stations are equipped both with caching and IA capabilities and have knowledge of content popularity profile, we then characterize an operational regime where the caching is beneficial. Subsequently, we find the optimal number of transmitter-receiver pairs that maximizes the total average transmission rate. When the popularity profile of requested contents falls into the operational regime, it turns out that caching substantially improves the throughput as it mitigates the backhaul usage and allows IA methods to take benefit of such limited backhaul.
边缘缓存对MIMO干扰比对的好处
在这篇文章中,我们共同研究了在回程容量有限的多输入多输出(MIMO)干扰信道中缓存和干扰对齐(IA)的好处。特别是,总平均传输速率是各种系统参数的函数,如回程链路容量、缓存大小、主动发送-接收对的数量以及信道状态信息(CSI)的量化位。考虑到基站同时配备了缓存和IA功能,并且了解内容流行概况,然后我们描述了一种操作机制,其中缓存是有益的。然后,我们找到了使总平均传输速率最大化的最优收发对数。当请求内容的流行概况落入操作机制时,事实证明,缓存可以大大提高吞吐量,因为它减少了回程的使用,并允许IA方法利用这种有限的回程。
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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