Paper Info
Title
Machine to Machine (M2M) Communications in Virtualized Vehicular Ad Hoc Networks.
Abstract
With the growing interest in the use of internet of things (IoT), machine-to-machine (M2M) communications have become an important networking paradigm. In this paper, with recent advances in wireless network virtualization (WNV), we propose a novel framework for M2M communications in vehicular ad-hoc networks (VANETs) with WNV. In the proposed framework, according to different applications and quality of service (QoS) requirements of vehicles, a hypervisor enables the virtualization of the physical vehicular network, which is abstracted and sliced into multiple virtual networks. Moreover, the process of resource blocks (RBs) selection and random access in each virtual vehicular network is formulated as a partially observable Markov decision process (POMDP), which can achieve the maximum reward about transmission capacity. The optimal policy for RBs selection is derived by virtue of a dynamic programming approach. Extensive simulation results with different system parameters are presented to show the performance improvement of the proposed scheme.
Year
Venue
Field
2016
arXiv: Networking and Internet Architecture
Virtualization,Machine to machine,Partially observable Markov decision process,Computer science,Hypervisor,Computer network,Quality of service,Vehicular communication systems,Wireless ad hoc network,Vehicular ad hoc network,Distributed computing
DocType
Volume
Citations 
Journal
abs/1611.04017
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Meng Li19222.75
Fei Yu25116335.58
Pengbo Si318625.23
Enchang Sun4218.33
Yanhua Zhang523.75