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.
翻译:最近引入的矢量编码缓存显示,在接收器端缓存内容存在的情况下,多级传输可大幅改善编码缓存的文件大小瓶颈,并大大提升无误线型频道的性能。我们在此使用大型矩阵分析,以探索在现实的无线多亚安全线下行系统中矢量编码缓存的效果。我们的分析回答了一个简单的问题:在一套固定的天线和SNR资源以及一个已经享有多氧化和成形收益最佳利用的给定下链接的MISO系统下行40系统之下,当我们现在被允许偶尔在合理大小的接收器端缓存中添加内容时,通量的多级传输器的多级缓存会大幅提升。衍生的封闭式表达方式可以捕捉各种线性预译器,以及各种实际考虑,如信号之间的能量传播、现实的SNRR值以及反馈成本等。这些办法非常简单(我们只是将前级矢量降为单一矢量),所记录到的收益显著。例如,在32个传输天线上,接收了20 dB级的递增速速级递增量级系统,而快速递增40的递增的递增的递增速度级递增的递增的递增速度级递增的递增至300MMHX的递增的递增的递增的递增的递增量级级的硬度,从300ML的递增到多级级的递增至级的递增至多级的递增的递增量系统。