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Caching and coded delivery over Gaussian broadcast channels for energy efficiency

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Title: Caching and coded delivery over Gaussian broadcast channels for energy efficiency
Authors: Mohammadi Amiri, M
Gunduz, D
Item Type: Journal Article
Abstract: A cache-aided K -user Gaussian broadcast channel (BC) is considered. The transmitter has a library of N equal- rate files, from which each user demands one. The impact of the equal-capacity receiver cache memories on the minimum required transmit power to satisfy all user demands is studied. Considering uniformly random demands across the library, both the minimum average power (averaged over all demand combinations) and the minimum peak power (minimum power required to satisfy all demand combinations) are studied. Upper bounds are presented on the minimum required average and peak transmit power as a function of the cache capacity considering both centralized and decentralized caching. The lower bounds on the minimum required average and peak power values are also derived assuming uncoded cache placement. The bounds for both the peak and average power values are shown to be tight in the centralized scenario through numerical simulations. The results in this paper show that proactive caching and coded delivery can provide significant energy savings in wireless networks.
Issue Date: Aug-2018
Date of Acceptance: 18-Apr-2018
URI: http://hdl.handle.net/10044/1/59221
DOI: https://doi.org/10.1109/JSAC.2018.2844623
ISSN: 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
Start Page: 1706
End Page: 1720
Journal / Book Title: IEEE Journal on Selected Areas in Communications
Volume: 36
Issue: 8
Copyright Statement: © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Sponsor/Funder: Commission of the European Communities
Funder's Grant Number: 677854
Keywords: Science & Technology
Technology
Engineering, Electrical & Electronic
Telecommunications
Engineering
Gaussian broadcast channel
centralized caching
decentralized caching
joint cache-channel coding
Networking & Telecommunications
0906 Electrical and Electronic Engineering
1005 Communications Technologies
0805 Distributed Computing
Publication Status: Published
Online Publication Date: 2018-06-06
Appears in Collections:Electrical and Electronic Engineering
Faculty of Engineering