Data Traffic Forwarding for Inter-vehicular Communication in VANETs Using Stochastic Method

In recent years, vehicular ad hoc network (VANET) is an emerging technology for intelligent transportation system by providing its wireless network services to increase the demands of high data rate and traffic. VANET supports for various applications that include safety, vehicular distribution speed, traffic efficiency and information of data services. In this paper, we propose the stochastic method for multi-hop connectivity through vehicle to infrastructure and vehicle to vehicle in inter-vehicular communication system to improve the performance of the network. We have evaluated the performance analysis of the queuing system by measuring the traffic flow in highway lanes. In highway lanes, the collision between any two vehicles leads to traffic jam with heavy congestion in the highway lanes which are in the VANET system. Due to the stagnation of accumulated vehicles on the highway will further result in increasing the delay in clearance of the traffic on the road. We have evaluated the performance of the VANET system through the M/M/1 queuing model for analyzing parameters such as the end to end delay, waiting time and congestion on express highways at peak hours for multi-hop connectivity.

[1]  Amr Rizk,et al.  A Guide to the Stochastic Network Calculus , 2015, IEEE Communications Surveys & Tutorials.

[2]  Masao Nakagawa,et al.  Multi-hop for inter-vehicle communication over multiple lanes , 1996, Proceedings of Conference on Intelligent Vehicles.

[3]  Weihua Zhuang,et al.  Probabilistic Delay Control and Road Side Unit Placement for Vehicular Ad Hoc Networks with Disrupted Connectivity , 2011, IEEE Journal on Selected Areas in Communications.

[4]  Xin Chen,et al.  A stochastic network calculus approach for the end-to-end delay analysis of LTE networks , 2011, 2011 International Conference on Selected Topics in Mobile and Wireless Networking (iCOST).

[5]  Lili Guo,et al.  Performance Analysis of Multi-hop Relay Cooperative Spectrum Sensing , 2012, J. Commun..

[6]  Yong Liu,et al.  Stochastic Network Calculus , 2008 .

[7]  Cheng-Shang Chang,et al.  Performance guarantees in communication networks , 2000, Eur. Trans. Telecommun..

[8]  Xin-Lin Huang,et al.  Analytical Model and Performance Evaluation of Long-Term Evolution for Vehicle Safety Services , 2017, IEEE Transactions on Vehicular Technology.

[9]  Yan Shi,et al.  End-to-End Delay Distribution Analysis for Stochastic Admission Control in Multi-hop Wireless Networks , 2014, IEEE Transactions on Wireless Communications.

[10]  Wenbo Wang,et al.  Multihop cellular networks toward LTE-advanced , 2009, IEEE Vehicular Technology Magazine.

[11]  Saied M. Abd El-atty,et al.  Performance analysis of Multihop connectivity in VANET , 2010, 2010 7th International Symposium on Wireless Communication Systems.

[12]  Manoj Panda,et al.  Analysis of Multi-Hop Probabilistic Forwarding for Vehicular Safety Applications on Highways , 2017, IEEE Transactions on Mobile Computing.

[13]  Antonio Iera,et al.  LTE for vehicular networking: a survey , 2013, IEEE Communications Magazine.

[14]  Marco Conti,et al.  Multihop Ad Hoc Networking: The Reality , 2007, IEEE Communications Magazine.

[15]  Chadi Assi,et al.  Modelling of multi-hop inter-vehicular path formation for connecting far vehicles to RSUs , 2015, 2015 IEEE Wireless Communications and Networking Conference (WCNC).

[16]  Zeeshan Hameed Mir,et al.  LTE and IEEE 802.11p for vehicular networking: a performance evaluation , 2014, EURASIP J. Wirel. Commun. Netw..

[17]  Sinem Coleri Ergen,et al.  Multihop-Cluster-Based IEEE 802.11p and LTE Hybrid Architecture for VANET Safety Message Dissemination , 2016, IEEE Transactions on Vehicular Technology.

[18]  Mahmood Fathy,et al.  Analytical Model for Connectivity in Vehicular Ad Hoc Networks , 2008, IEEE Transactions on Vehicular Technology.

[19]  Nicholas J. Garber,et al.  Traffic and Highway Engineering , 1988 .

[20]  Chadi Assi,et al.  Multihop V2I Communications: A Feasibility Study, Modeling, and Performance Analysis , 2017, IEEE Transactions on Vehicular Technology.

[21]  U. Narayan Bhat,et al.  An Introduction to Queueing Theory: Modeling and Analysis in Applications , 2006 .

[22]  Rahim Tafazolli,et al.  End-to-End Delay Bound Analysis for Location-Based Routing in Hybrid Vehicular Networks , 2016, IEEE Transactions on Vehicular Technology.

[23]  Jean-Yves Le Boudec,et al.  Network Calculus: A Theory of Deterministic Queuing Systems for the Internet , 2001 .

[24]  Wei Ni,et al.  Analysis of Average Packet Loss Rate in Multi-Hop Broadcast for VANETs , 2018, IEEE Communications Letters.

[25]  C. Siva Ram Murthy,et al.  Improving Delay and Energy Efficiency of Vehicular Networks Using Mobile Femto Access Points , 2017, IEEE Transactions on Vehicular Technology.

[26]  Hai Jiang,et al.  Efficient Data Traffic Forwarding for Infrastructure-to-Infrastructure Communications in VANETs , 2018, IEEE Transactions on Intelligent Transportation Systems.