Subpacketization-Rate Trade-off in Multi-Antenna Coded Caching

被引:26
作者
Salehi, MohammadJavad [1 ]
Tolli, Antti [1 ]
Shariatpanahi, Seyed Pooya [2 ]
Kaleva, Jarkko [1 ]
机构
[1] Univ Oulu, Ctr Wireless Commun, Oulu, Finland
[2] Inst Res Fundamental Sci IPM, Sch Comp Sci, Tehran, Iran
来源
2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM) | 2019年
基金
芬兰科学院;
关键词
multi-antenna coded caching; multicast beam-forming; flexible subpacketization;
D O I
10.1109/globecom38437.2019.9013280
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Coded caching can be applied in wireless multi-antenna communications by multicast beamforming coded data chunks to carefully selected user groups and using the existing file fragments in user caches to decode the desired files at each user. However, the number of packets a file should be split into, known as subpacketization, grows exponentially with the network size. We provide a new scheme, which enables the level of subpacketization to be selected freely among a set of predefined values depending on basic network parameters such as antenna and user count. A simple efficiency index is also proposed as a performance indicator at various subpacketization levels. The numerical examples demonstrate that larger subpacketization generally results in better efficiency index and higher symmetric rate, while smaller subpacketization incurs significant loss in the achievable rate. This enables more efficient caching schemes, tailored to the available computational and power resources.
引用
收藏
页数:6
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