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Content caching and delivery in wireless radio access networks
File | Description | Size | Format | |
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TGXR_TC19.pdf | Accepted version | 2.49 MB | Adobe PDF | View/Open |
Title: | Content caching and delivery in wireless radio access networks |
Authors: | Tao, M Gunduz, D Xu, F Pujol Roig, JS |
Item Type: | Journal Article |
Abstract: | Today’s mobile data traffic is dominated by contentoriented traffic. Caching popular contents at the network edge can alleviate network congestion and reduce content delivery latency. This paper provides a comprehensive and unified study of caching and delivery techniques in wireless radio access networks (RANs) with caches at all edge nodes (ENs) and user equipments (UEs). Three cache-aided RAN architectures are considered: RANs without fronthaul, with dedicated fronthaul, and with wireless fronthaul. It first reviews in a tutorial nature how caching facilitates interference management in these networks by enabling interference cancellation (IC), zero-forcing (ZF), and interference alignment (IA). Then, two new delivery schemes are presented. One is for RANs with dedicated fronthaul, which considers centralized cache placement at the ENs but both centralized and decentralized placement at the UEs. This scheme combines IA, ZF, and IC together with soft-transfer fronthauling. The other is for RANs with wireless fronthaul, which considers decentralized cache placement at all nodes. It leverages the broadcast nature of wireless fronthaul to fetch not only uncached but also cached contents to boost transmission cooperation among the ENs. Numerical results show that both schemes outperform existing results for a wide range of system parameters, thanks to the various caching gains obtained opportunistically. |
Issue Date: | 22-Apr-2019 |
Date of Acceptance: | 9-Apr-2019 |
URI: | http://hdl.handle.net/10044/1/70181 |
DOI: | 10.1109/TCOMM.2019.2912384 |
ISSN: | 0090-6778 |
Publisher: | Institute of Electrical and Electronics Engineers |
Start Page: | 4724 |
End Page: | 4749 |
Journal / Book Title: | IEEE Transactions on Communications |
Volume: | 67 |
Issue: | 7 |
Copyright Statement: | © 2019 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: | Toshiba Research Europe Ltd Commission of the European Communities |
Funder's Grant Number: | PhD 059 Imperial 677854 |
Keywords: | Science & Technology Technology Engineering, Electrical & Electronic Telecommunications Engineering Coded caching delivery time fog radio access networks interference alignment interference cancellation interference management wireless edge caching zero-forcing FUNDAMENTAL LIMITS BROADCAST CHANNELS CODED DELIVERY LATENCY 0906 Electrical and Electronic Engineering 1005 Communications Technologies 0804 Data Format |
Publication Status: | Published |
Online Publication Date: | 2019-04-22 |
Appears in Collections: | Electrical and Electronic Engineering Faculty of Engineering |