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Cache-aided content delivery over erasure broadcast channels

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Title: Cache-aided content delivery over erasure broadcast channels
Authors: Mohammadi Amiri, M
Gunduz, D
Item Type: Journal Article
Abstract: A cache-aided broadcast network is studied, in which a server delivers contents to a group of receivers over a packet erasure broadcast channel (BC). The receivers are divided into two sets with regards to their channel qualities: the weak and strong receivers, where all the weak receivers have statistically worse channel qualities than all the strong receivers. The weak receivers, in order to compensate for the high erasure probability they encounter over the channel, are equipped with cache memories of equal size, while the receivers in the strong set have no caches. Data can be pre-delivered to weak receivers’ caches over the off-peak traffic period before the receivers reveal their demands. Allowing arbitrary erasure probabilities for the weak and strong receivers, a joint caching and channel coding scheme, which divides each file into several subfiles, and applies a different caching and delivery scheme for each subfile, is proposed. It is shown that all the receivers, even those without any cache memories, benefit from the presence of caches across the network. An information theoretic trade-off between the cache size and the achievable rate is formulated. It is shown that the proposed scheme improves upon the state-of-the-art in terms of the achievable trade-off.
Issue Date: 1-Jan-2018
Date of Acceptance: 6-Sep-2017
URI: http://hdl.handle.net/10044/1/50660
DOI: https://dx.doi.org/10.1109/TCOMM.2017.2751608
ISSN: 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
Start Page: 370
End Page: 381
Journal / Book Title: IEEE Transactions on Communications
Volume: 66
Issue: 1
Copyright Statement: © 2017 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
Commission of the European Communities
Funder's Grant Number: 690893
677854
Keywords: Science & Technology
Technology
Telecommunications
Publication Status: Published
Online Publication Date: 2017-09-13
Appears in Collections:Electrical and Electronic Engineering
Faculty of Engineering