Density-based optimal transmission for throughput enhancement in wehicular ad-hoc networks
File(s)Paper_2.pdf (614.06 KB)
Accepted version
Author(s)
Rossi, GV
Leung, KK
Gkelias, A
Type
Conference Paper
Abstract
Vehicular ad-hoc networks (VANETs) have received a lot of research and industrial attention, including the approval of the IEEE 802.11p standard. However, resource allocation in the standard still makes use of the traditional mechanisms (e.g., carrier sensing) without exploiting the unique characteristics of VANETs. This provides the motivation for this work. As a first step toward the goal and by considering vehicle density, this paper investigates how transmission probability can be determined to optimise throughput of VANETs. A challenging design issue of VANETs is to deal with node (vehicle) mobility, which causes various vehicular densities within the same network and consequently influences the connectivity and capacity of the network. This work shows that it is indeed possible to follow the dynamics of a network and consequently adapt the transmission probability at the MAC layer to reduce the interference and maximise the single-hop throughput between adjacent nodes. By exploiting the characteristics of VANETs, we introduce approximations in order to derive closed-form expressions of the network throughput and other performance metrics in terms of transmission probability, which would otherwise be impossible. Our extensive simulations validate the approximations and the proposed analytical model thus can serve as a promising tool to improve VANETs performance. For example, the optimal transmission probability can be used to develop efficient MAC protocols using vehicle density estimation in VANETs for our future work.
Date Issued
2015-09-10
Date Acceptance
2015-06-08
Citation
Communications (ICC), 2015 IEEE International Conference on, 2015, pp.6571-6576
ISSN
1550-3607
Publisher
IEEE
Start Page
6571
End Page
6576
Journal / Book Title
Communications (ICC), 2015 IEEE International Conference on
Copyright Statement
© 2015 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
Defence Science and Technology Laboratory (DSTL)
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000371708106130&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Grant Number
DSTLX1000064099
Source
IEEE International Conference on Communications (ICC)
Subjects
Science & Technology
Technology
Telecommunications
Vehicular Ad-Hoc Networks
Throughput
transmission probability
MAC layer
802.11p
Publication Status
Published
Start Date
2015-06-08
Finish Date
2015-06-12
Coverage Spatial
London, ENGLAND