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Connected Vehicular Transportation: Data Analytics and Traffic-dependent Networking [article]

Cailian Chen, Tom Hao Luan, Xinping Guan, Ning Lu, Yunshu Liu
2017 arXiv   pre-print
In this article, we present TrasoNET, an integrated network framework to provide realtime intelligent transportation services to connected vehicles by exploring the data analytics and networking techniques  ...  The emerging ITS and vehicular applications, e.g., trip planning, however, require substantial efforts on the real-time pervasive information collection and big data processing so as to provide quick decision  ...  CONCLUSION AND FUTURE RESEARCH TOPICS This article describes an architecture called TransoNET for data analytics and networking in connected vehicles enabled transportation systems.  ... 
arXiv:1704.08125v1 fatcat:vgr3xv473bfv5i25rplydqucme

Geometric connectivity of vehicular ad hoc networks: Analytical characterization

Satish Ukkusuri, Lili Du
2008 Transportation Research Part C: Emerging Technologies  
Recently, these systems, referred as vehicular ad hoc networks (VANETs), are gaining significant prominence from both government agencies and private organizations.  ...  Finally, in variable disturbance situations, the interaction between robustness factor and macroscopic traffic parameters are investigated based on the simulation data.  ...  In this, vehicles serve as data collectors and anonymously transmit traffic and road condition information from every major road within the transportation network.  ... 
doi:10.1016/j.trc.2007.12.002 fatcat:cfa5rerwvnd3lcwmespe3ffkve

A Simple Free-Flow Traffic Model for Vehicular Intermittently Connected Networks

Maurice J. Khabbaz, Wissam F. Fawaz, Chadi M. Assi
2012 IEEE transactions on intelligent transportation systems (Print)  
The performance of vehicular data networks (VDNs) is highly dependent on vehicular traffic.  ...  Existing studies on VDNs consider custom-developed traffic models that mimic real-life vehicular traffic behavior and prepare the ground for accurate VDN performance evaluation.  ...  This approach renders them of particular utility for high-level analytical studies of traffic behavior as part of the design of data delivery schemes for vehicular networks.  ... 
doi:10.1109/tits.2012.2188519 fatcat:2akkxil64vgaza2y3nrfcrjery

On the network connectivity of platoon-based vehicular cyber-physical systems

Dongyao Jia, Kejie Lu, Jianping Wang
2014 Transportation Research Part C: Emerging Technologies  
In the past few years, vehicular ad-hoc network (VANET) has attracted significant attention and many fundamental issues have been investigated, such as network connectivity, medium access control (MAC)  ...  Phase Transition of Message Propagation Speed in Delay-Tolerant Vehicular Networks. Intelligent Transportation Systems, IEEE Transaction on 13 (1), 249-263. Almalag, M. S., Olariu, S., Weigle, M.  ...  system has been investigated in (Nekoui, 2010) , which initiated a more comprehensive study combining transportation with communication fields and sought to address their mutual dependencies.  ... 
doi:10.1016/j.trc.2013.10.006 fatcat:6y2nyuvbmzc4dbpenzbi6vnvly

Robust Connectivity With Multiple Directional Antennas for Vehicular Communications

Keerthi Kumar Nagalapur, Erik G. Strom, Fredrik Brannstrom, Jan Carlsson, Kristian Karlsson
2019 IEEE transactions on intelligent transportation systems (Print)  
For critical vehicular communication services, such as traffic safety and traffic efficiency, it is advisable to design systems with robustness as the main criteria, possibly at the price of reduced peak  ...  We provide analytical solutions for the special case of L = 2 and 3 antennas, which turns out to be independent of the antenna far-field functions and placement on a vehicle.  ...  INTRODUCTION Vehicular traffic safety and traffic efficiency applications demand robust (reliable) communication between vehicles.  ... 
doi:10.1109/tits.2019.2956099 fatcat:oyffkxendbbwpl2a4dx3kmlw3a

Interoperability Framework for Vehicular Connectivity in Advanced Heterogeneous Vehicular Network

Saied M. Abd El-atty, Konstantinos Lizos
2014 International Journal of Computer Network and Information Security  
In this work, we propose a Multihop vehicular connectivity model in V2V system, which depends on the physical characteristics of the roadways and false hop initiation connectivity.  ...  AHVN is an integrated architecture between vehicular ad hoc networks and existing cellular wireless networks.  ...  The feasible connectivity depends on the vehicular traffic density on the roadway.  ... 
doi:10.5815/ijcnis.2014.04.01 fatcat:27y6whcmczd75lk3zbj4arnncu

Connected-Vehicles Applications Are Emerging [Connected Vehicles]

Elisabeth Uhlemann
2016 IEEE Vehicular Technology Magazine  
Acknowledgements The views expressed here are purely those of the author and may not, under any circumstance, be regarded as an official position of the European Commission.  ...  -Intelligent Transportation Systems sensors for traffic management and Connected vehicles. -Data mining techniques in sensor networks.  ...  Most of types of data in connected transport systems are of unstructured nature.  ... 
doi:10.1109/mvt.2015.2508322 fatcat:gtlzk33iovcqrfcebfsrjjdxoe

Analytical Model for Connectivity in Vehicular Ad Hoc Networks

S. Yousefi, E. Altman, R. El-Azouzi, M. Fathy
2008 IEEE Transactions on Vehicular Technology  
We use our analytical results, along with common road traffic statistical data, to understand connectivity in vehicular ad hoc networks.  ...  His research interests include the quality of service in computer networks, including video and image transmission over Internet, the applications of vehicular ad hoc networks in intelligent transportation  ...  Recently, some authors studied connectivity and related topics, specifically, in vehicular networks.  ... 
doi:10.1109/tvt.2008.2002957 fatcat:x23tskwszbfadj2eawfi5qpyeu

Efficient multi-hop connectivity analysis in urban vehicular networks

Mohammad A. Hoque, Xiaoyan Hong, Brandon Dixon
2014 Vehicular Communications  
Second, investigating the time varying nature of multi-hop vehicular connectivity and dynamic network partitioning of the topology.  ...  Vehicular network Degree of connectivity Network partitioning Mobility DSRC Taxi Vehicle to Vehicle (V2V) communication provides a flexible and real-time information dissemination mechanism through various  ...  [20] utilized the Groovenet traffic simulator to generate traces of structured mobility and provided an analytical framework to investigate the k-hop connectivity in vehicular network.  ... 
doi:10.1016/j.vehcom.2014.04.002 fatcat:stahqca5xvb3zm3dymxv7qebee

Node Connectivity in Vehicular Ad Hoc Networks with Structured Mobility

Ivan W.H. Ho, Kin K. Leung, John W. Polak, Rahul Mangharam
2007 32nd IEEE Conference on Local Computer Networks (LCN 2007)  
evaluating node connectivity in vehicular networks; 2) we demonstrate, through simulation, the impacts of marco-and micro-mobility models, and various transport elements on network connectivity; and 3  ...  The main contributions of this paper are three-fold: 1) we provide an analytical framework including the design requirements of the mobility model for realistic vehicular network studies, and metrics for  ...  Traffic Simulators To explore the correlation between the mobility and network connectivity, we need a traffic simulator for simulating the vehicular network environment.  ... 
doi:10.1109/lcn.2007.22 dblp:conf/lcn/HoLPM07 fatcat:cmfdvk4menbyjivsmzaasaspae

Seamless Connectivity Techniques in Vehicular Ad-hoc Networks [chapter]

Anna Maria, Tiziano Inzerilli, Roberto Cusani
2011 Advances in Vehicular Networking Technologies  
Introduction Emerging Vehicular Ad-hoc NETworks (VANETs) are representing the preferred network design for Intelligent Transportation Systems (ITS), mainly based on Dedicated Short-Range Communications  ...  (i.e. number of handover www.intechopen.com Advances in Vehicular Networking Technologies www.intechopen.com Seamless Connectivity Techniques in Vehicular Ad-hoc Networks  ...  The message displacement is a linear function, depending on time, and varying for different traffic scenarios, message propagation speeds, and network conditions.  ... 
doi:10.5772/15238 fatcat:lplmefmq7vc2rkisbw3exmqltm

Propagation Aspects in Vehicular Networks [chapter]

Lorenzo Rubio, Juan Reig, Herman Fernandez
2011 Vehicular Technologies: Increasing Connectivity  
6 Mbps data rate. 4 These packet sizes correspond to ASTM E2213-03.  ...  The required range depends on the application.  ...  A calibration process is necessary to extract the antennas effect.www.intechopen.comPropagation Aspects in Vehicular Networks , ht τ www.intechopen.com Vehicular Technologies: Increasing Connectivity  ... 
doi:10.5772/15650 fatcat:ksekjq4wubh4viek3nh6zqkwpq

Two Dimensional Connectivity for Vehicular Ad-Hoc Networks [article]

Masoud Farivar, Behzad Mehrdad, Farid Ashtiani
2008 arXiv   pre-print
In this paper, we focus on two-dimensional connectivity in sparse vehicular ad hoc networks (VANETs).  ...  To this end, we exploit a mobility model recently proposed for sparse VANETs, based on BCMP open queuing networks and solve the related traffic equations to find the traffic characteristics of each street  ...  INTRODUCTION Vehicular ad hoc networks (VANETs) play a key role in future for safe transportation and easy communications among the riders of vehicles.  ... 
arXiv:0812.1628v1 fatcat:5kcaf3sc65enriyj2fi35isfmm

Service-Centric Heterogeneous Vehicular Network Modeling for Connected Traffic Environments

Ahmad M. Khasawneh, Mamoun Abu Helou, Aanchal Khatri, Geetika Aggarwal, Omprakash Kaiwartya, Maryam Altalhi, Waheeb Abu-ulbeh, Rabah AlShboul
2022 Sensors  
Heterogeneous vehicular communication on the Internet of connected vehicle (IoV) environment is an emerging research theme toward achieving smart transportation.  ...  The connection component enables handoff-centric network communication in heterogeneous vehicular environments.  ...  Big Data Analytics in Heterogeneous Traffic Data The growing heterogeneousness in vehicular traffic data has significantly enlarged traffic data volume towards big data [24] .  ... 
doi:10.3390/s22031247 pmid:35161992 pmcid:PMC8840583 fatcat:3egt2hnrcvcfxahkj37aul25fi

Inter Vehicle Distance Based Connectivity Aware Routing in Vehicular Adhoc Networks

Ahmed Nazar Hassan, Omprakash Kaiwartya, Abdul Hanan Abdullah, Dalya Khalid Sheet, Ram Shringar Raw
2017 Wireless personal communications  
Connectivity in vehicular traffic environment has witnessed significant attention due to the direct impact on the performance of most of the traffic safety applications of Intelligent Transport System  ...  This paper proposes Inter Vehicle Distance based Connectivity Aware Routing (Ivd-CAR) for enhancing connectivity aware data dissemination.  ...  Acknowledgements The research is supported by Ministry of Education Malaysia (MOE) and conducted in collaboration with Research Management Center (RMC) at University Teknologi Malaysia (UTM) under VOT  ... 
doi:10.1007/s11277-017-4831-x fatcat:bzmegtzz5ba6pgv2fzbgh3ritq
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