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Practical scheme for MISO Cache-Aided Communication

机译:MISO缓存辅助通信的实用方案

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摘要

Multi-antenna cache aided communication schemes suffer from high implementation complexity, due to the need of dividing each file into many small segments (known as the sub-packetization problem). In a recent publication, we introduced a low complexity scheme which significantly reduces the complexity, but works only for specific combinations of system parameters, including memory size, number of users, and number of antennas at the base station. In this work we present a novel extension that achieves the same number of degrees of freedom (DoF) at low complexity for any system parameter. In this scheme, a base station with multiple antennas serves multiple single-antenna mobiles, while using a small cache memory at each mobile to boost the network throughput. We also present a greedy scheduling algorithm, and show that it reaches nearly 100% of efficiency for a large number of users. The significant reduction in complexity and the general applicability make this scheme suitable for practical implementation.
机译:由于需要将每个文件分成许多小段(称为子分组问题),因此多天线缓存辅助的通信方案具有很高的实现复杂性。在最近的出版物中,我们介绍了一种低复杂度的方案,该方案可显着降低复杂度,但仅适用于系统参数的特定组合,包括内存大小,用户数量和基站天线数量。在这项工作中,我们提出了一种新颖的扩展,该扩展针对任何系统参数都以低复杂度实现了相同数量的自由度(DoF)。在这种方案中,具有多个天线的基站为多个单天线移动设备提供服务,同时在每个移动设备上使用一个小的高速缓存来提高网络吞吐量。我们还提出了一种贪婪的调度算法,并表明对于大量用户而言,它达到了近100%的效率。复杂性的显着降低和普遍适用性使该方案适合于实际实施。

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