论文标题

矢量编码的缓存乘法倍增可增强逼真的下行链路系统的吞吐量

Vector Coded Caching Multiplicatively Boosts the Throughput of Realistic Downlink Systems

论文作者

Zhao, Hui, Bazco-Nogueras, Antonio, Elia, Petros

论文摘要

矢量编码的缓存的最新引入显示,在存在接收器端高速缓存含量的情况下,多级传输可以极大地改善编码缓存的文件大小的瓶颈,并在无错误的电线状通道中显着提高性能。我们在这里采用大型矩阵分析来探索矢量编码的缓存在逼真的无线多Antenna下行链路系统中的效果。我们的分析回答了一个简单的问题:在一组固定的天线和SNR资源下,以及一个给定的下行链路误差系统,该系统已经可以享受对多路复用和波束形成收益的优化利用,当我们现在允许我们偶尔在合理尺寸的接收机侧caches中偶尔添加内容时,吞吐量的多重增强是什么?派生的封闭形式表达式捕获了各种线性预编码器,以及各种实用的考虑因素,例如跨信号,现实SNR值以及反馈成本的电源传播。这些方案非常简单(我们只是简单地将预编码矢量倒入一个矢量),并且记录的收益是显着的。例如,对于32个传输天线,接收到20 dB的SNR,连贯的带宽300 kHz,连贯性40 ms,并且在现实的文件尺寸和缓存尺寸的约束下,此处显示出可提供多重跨度促进ZF/rzf/rzf的系统,并且已在430%的范围内提供了多重跨度的启动,并提供了430%的功能。有趣的是,矢量编码的缓存还加速了通道硬化,从而获得了反馈的好处,通常比传统的硬化限制的下行链路系统超过540%的收益。

The recent introduction of vector coded caching has revealed that multi-rank transmissions in the presence of receiver-side cache content can dramatically ameliorate the file-size bottleneck of coded caching and substantially boost performance in error-free wire-like channels. We here employ large-matrix analysis to explore the effect of vector coded caching in realistic wireless multi-antenna downlink systems. Our analysis answers a simple question: Under a fixed set of antenna and SNR resources, and a given downlink MISO system which can already enjoy an optimized exploitation of multiplexing and beamforming gains, what is the multiplicative boost in the throughput when we are now allowed to occasionally add content inside reasonably-sized receiver-side caches? The derived closed-form expressions capture various linear precoders, and a variety of practical considerations such as power dissemination across signals, realistic SNR values, as well as feedback costs. The schemes are very simple (we simply collapse precoding vectors into a single vector), and the recorded gains are notable. For example, for 32 transmit antennas, a received SNR of 20 dB, a coherence bandwidth of 300 kHz, a coherence period of 40 ms, and under realistic file-size and cache-size constraints, vector coded caching is here shown to offer a multiplicative throughput boost of about 310% with ZF/RZF precoding and a 430% boost in the performance of already optimized MF-based systems. Interestingly, vector coded caching also accelerates channel hardening to the benefit of feedback acquisition, often surpassing 540% gains over traditional hardening-constrained downlink systems.

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