University of Oulu

R. Amer, M. M. Butt, H. ElSawy, M. Bennis, J. Kibilda and N. Marchetti, "On Minimizing Energy Consumption for D2D Clustered Caching Networks," 2018 IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, United Arab Emirates, 2018, pp. 1-6. doi: 10.1109/GLOCOM.2018.8647532

On minimizing energy consumption for D2D clustered caching networks

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Author: Amer, Ramy1; Butt, M. Majid1,2; ElSawy, Hesham3;
Organizations: 1CONNECT, Trinity College, University of Dublin, Ireland
2Nokia Bell Labs, France
3King Fahd University of Petroleum and Minerals (KFUPM)
4Centre for Wireless Communications, University of Oulu, Finland
Format: article
Version: accepted version
Access: open
Online Access: PDF Full Text (PDF, 0.4 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe2019061019665
Language: English
Published: Institute of Electrical and Electronics Engineers, 2018
Publish Date: 2019-06-10
Description:

Abstract

We formulate and solve the energy minimization problem for a clustered device-to-device (D2D) network with cache-enabled mobile devices. Devices are distributed according to a Poisson cluster process (PCP) and are assumed to have a surplus memory which is exploited to proactively cache files from a library. Devices can retrieve the requested files from their caches, from neighboring devices in their proximity (cluster), or from the base station as a last resort. We minimize the energy consumption of the proposed network under a random probabilistic caching scheme, where files are independently cached according to a specific probability distribution. A closed form expression for the D2D coverage probability is obtained. The energy consumption problem is then formulated as a function of the caching distribution, and the optimal probabilistic caching distribution is obtained. Results reveal that the proposed caching distribution reduces energy consumption up to 33% as compared to caching popular files scheme.

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Series: IEEE Global Communications Conference
ISSN: 2334-0983
ISSN-E: 2576-6813
ISSN-L: 2334-0983
ISBN: 978-1-5386-4727-1
ISBN Print: 978-1-5386-4728-8
Article number: 8647532
DOI: 10.1109/GLOCOM.2018.8647532
OADOI: https://oadoi.org/10.1109/GLOCOM.2018.8647532
Host publication: 2018 IEEE Global Communications Conference, GLOBECOM 2018
Conference: IEEE Global Communications Conference
Type of Publication: A4 Article in conference proceedings
Field of Science: 213 Electronic, automation and communications engineering, electronics
Subjects:
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