Coded caching for reducing CSIT-feedback in wireless communications

Jingjing Zhang, Felix Engelmann, P. Elia
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引用次数: 39

Abstract

The work explores the role of caching content at receiving users for the purpose of reducing the need for feedback in wireless communications. In the K-user broadcast channel (BC), we show how caching, when combined with a rate-splitting broadcast approach, can not only improve performance, but can also reduce the need for channel state information at the transmitter (CSIT), in the sense that the identified cache-aided optimal degrees-of-freedom performance, can in fact be achieved with reduced-quality CSIT. These CSIT savings can be traced back to an inherent relationship between caching, performance, and CSIT; caching improves performance by leveraging multicasting of common information, which automatically reduces the need for CSIT, by virtue of the fact that common information is not a cause of interference. At the same time though, too much multicasting of common information can be detrimental, as it does not utilize existing CSIT. Our caching method builds on the Maddah-Ali and Niesen coded caching scheme, by properly balancing multicast and broadcast opportunities, and by combing caching with rate-splitting communication schemes that are specifically designed to operate under imperfect-quality CSIT. The observed achievable CSIT savings here, are more pronounced for smaller values of K users and N files.
用于减少无线通信中csit反馈的编码缓存
这项工作探讨了在接收用户时缓存内容的作用,目的是减少无线通信中对反馈的需求。在k用户广播信道(BC)中,我们展示了缓存如何与速率分割广播方法相结合,不仅可以提高性能,还可以减少对发射机(CSIT)信道状态信息的需求,从某种意义上说,确定的缓存辅助的最佳自由度性能实际上可以通过降低质量的CSIT来实现。这些CSIT节省可以追溯到缓存、性能和CSIT之间的内在关系;缓存通过利用公共信息的多播来提高性能,这可以自动减少对CSIT的需求,因为公共信息不会造成干扰。但与此同时,过多的公共信息的多播可能是有害的,因为它没有利用现有的CSIT。我们的缓存方法建立在madah - ali和Niesen编码缓存方案的基础上,通过适当地平衡多播和广播机会,并将缓存与专门设计用于在不完美质量CSIT下运行的速率分割通信方案相结合。这里观察到的可实现的CSIT节省对于K个用户和N个文件的较小值更为明显。
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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