Multi-Antenna Interference Management for Coded Caching

被引:47
|
作者
Tolli, Antti [1 ]
Shariatpanahi, Seyed Pooya [2 ]
Kaleva, Jarkko [1 ]
Khalaj, Babak Hossein [3 ,4 ]
机构
[1] Univ Oulu, Ctr Wireless Commun, Oulu 90570, Finland
[2] Univ Tehran, Sch Elect & Comp Engn, Coll Engn, Tehran 1439957131, Iran
[3] Sharif Univ Technol, Dept Elect Engn, Tehran 1136511155, Iran
[4] Inst Res Fundamental Sci, Sch Comp Sci, Tehran 193955746, Iran
基金
美国国家科学基金会; 芬兰科学院;
关键词
Multi-antenna communications; coded caching; multicast beamforming; interference management; beamformer design; degrees-of-freedom; FUNDAMENTAL LIMITS; CONTENT DELIVERY; WIRELESS; LATENCY; MIMO;
D O I
10.1109/TWC.2019.2962686
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
A multi-antenna broadcast channel scenario is considered where a base station delivers contents to cache-enabled user terminals. A joint design of coded caching (CC) and multigroup multicast beamforming is proposed to benefit from spatial multiplexing gain, improved interference management and the global CC gain, simultaneously. The developed general content delivery strategies utilize the multiantenna multicasting opportunities provided by the CC technique while optimally balancing the detrimental impact of both noise and inter-stream interference from coded messages transmitted in parallel. Flexible resource allocation schemes for CC are introduced where the multicast beamformer design and the receiver complexity are controlled by varying the size of the subset of users served during a given time interval, and the overlap among the multicast messages transmitted in parallel, indicated by parameters alpha and beta, respectively. Degrees of freedom (DoF) analysis is provided showing that the DoF only depends on alpha while it is independent of beta. The proposed schemes are shown to provide the same degrees-of-freedom at high signal-to-noise ratio (SNR) as the state-of-art methods and, in general, to perform significantly better, especially in the finite SNR regime, than several baseline schemes.
引用
收藏
页码:2091 / 2106
页数:16
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