Cache-Aided Communications With Multiple Antennas at Finite SNR

被引:10
|
作者
Bergel, Itsik [1 ]
Mohajer, Soheil [2 ]
机构
[1] Bar Ilan Univ, Fac Engn, IL-52900 Ramat Gan, Israel
[2] Univ Minnesota, Dept Elect & Comp Engn, Minneapolis, MN 55455 USA
基金
美国国家科学基金会;
关键词
Cache-aided communication; MIMO; finite SNR regime; cache and power allocation; linear optimization; zero-forcing; CONTENT DELIVERY; MASSIVE MIMO;
D O I
10.1109/JSAC.2018.2844618
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We study the problem of cache-aided communication for cellular networks with multi-user and multiple antennas at finite signal-to-noise ratio. Users are assumed to have non-symmetric links, modeled by wideband fading channels. We show that the problem can be formulated as a linear program, whose solution provides a joint cache allocation along with pre-fetching and fetching schemes that minimize the duration of the communication in the delivery phase. The suggested scheme uses zero-forcing and cached interference subtraction, and hence, allows each user to be served at the rate of its own channel. Thus, this scheme is better than the previously published schemes that are compromised by the poorest user in the communication group. We also consider a special case of the parameters for which we can derive a closed form solution and formulate the optimal power, rate, and cache optimization. This special case shows that the gain of MIMO coded caching goes beyond the throughput. In particular, it is shown that in this case, the cache is used to balance the users such that fairness and throughput are no longer contradicting. More specifically, in this case, strict fairness is achieved jointly with maximizing the network throughput.
引用
收藏
页码:1682 / 1691
页数:10
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