University of Oulu

M. Salehi, A. Tolli, S. P. Shariatpanahi and J. Kaleva, "Subpacketization-Rate Trade-Off in Multi-Antenna Coded Caching," 2019 IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 2019, pp. 1-6, doi: 10.1109/GLOBECOM38437.2019.9013280

Subpacketization-rate trade-off in multi-antenna coded caching

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Author: Salehi, Mohammad Javad1; Tölli, Antti1; Shariatpanahi, Seyed Pooya2
Organizations: 1Center for Wireless Communications, University of Oulu, Oulu, Finland
2School of Computer Science, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
Format: article
Version: accepted version
Access: open
Online Access: PDF Full Text (PDF, 0.2 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe2020060340341
Language: English
Published: Institute of Electrical and Electronics Engineers, 2019
Publish Date: 2020-06-03
Description:

Abstract

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.

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Series: IEEE Global Communications Conference
ISSN: 2334-0983
ISSN-E: 2576-6813
ISSN-L: 2334-0983
ISBN: 978-1-7281-0962-6
ISBN Print: 978-1-7281-0963-3
Pages: 1 - 6
Article number: 9013280
DOI: 10.1109/GLOBECOM38437.2019.9013280
OADOI: https://oadoi.org/10.1109/GLOBECOM38437.2019.9013280
Host publication: 2019 IEEE Global Communications Conference (GLOBECOM), December 9-14, Waikoloa, HI, USA
Conference: IEEE Global Communications Conference
Type of Publication: A4 Article in conference proceedings
Field of Science: 213 Electronic, automation and communications engineering, electronics
Subjects:
Funding: This work was supported by the Academy of Finland under grants no. 319059 (Coded Collaborative Caching for Wireless Energy Efficiency) and 318927 (6Genesis Flagship).
Academy of Finland Grant Number: 319059
318927
Detailed Information: 319059 (Academy of Finland Funding decision)
318927 (Academy of Finland Funding decision)
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