A Routing Algorithm Based on Real-Time Information Traffic in Sparse Environment for VANETs

Because of the specific characteristics, like high vehicular mobility, unstable topology, and interruption of inter-vehicle wireless communication, it is hard to make a perfect decision on packet forwarding in highly dynamic topology VANETs. Especially in a sparse urban environment, the poor connectivity of nodes will mostly cause problems such as data packet loss and routing redundancy. Therefore, how to choose the best relay node becomes a key challenge in the design of fast and reliable routing protocols. This paper presents real-time effective information traffic routing (RTEIT), which provides an optimal route for forwarding the data packets toward their destination when choosing the relay node. RTEIT introduces a new network parameter named effective information traffic which can estimate the connectivity of nodes by the path that has been successfully created. Moreover, for avoiding unexpected communication interruption, we propose a new formula to evaluate the status of the links via considering the speed, direction, and location information. Finally, the node utility, as the criterion of routing decision, is calculated by effective information traffic and link status. We use the simulator of SUMO and NS-3 platform to evaluate RTEIT, and the results are compared with GPSR MOPR, and MM-GPSR. The evaluation results demonstrate that RTEIT outperforms in terms of packet loss rate, end-to-end delay, and network yield.

[1]  Tankut Acarman,et al.  Clustering Formation for Inter-Vehicle Communication , 2007, 2007 IEEE Intelligent Transportation Systems Conference.

[2]  M. Boussedjra,et al.  GPSR-L: Greedy perimeter stateless routing with lifetime for VANETS , 2008, 2008 8th International Conference on ITS Telecommunications.

[3]  Farhan Ahmad,et al.  A systematic approach for cyber security in vehicular networks , 2016 .

[4]  Jianliang Xu,et al.  Clustering Moving Objects in Spatial Networks , 2007, DASFAA.

[5]  Alessio Ishizaka,et al.  Multi‐attribute utility theory , 2013 .

[6]  John Lee,et al.  A survey and challenges in routing and data dissemination in vehicular ad-hoc networks , 2008, 2008 IEEE International Conference on Vehicular Electronics and Safety.

[7]  Brad Karp,et al.  Greedy Perimeter Stateless Routing for Wireless Networks , 2000 .

[8]  Alvin S. Lim,et al.  Connectivity Aware Routing in Vehicular Networks , 2008, 2008 IEEE Wireless Communications and Networking Conference.

[9]  Ozan K. Tonguz,et al.  MoZo: A Moving Zone Based Routing Protocol Using Pure V2V Communication in VANETs , 2017, IEEE Transactions on Mobile Computing.

[10]  Pingzhi Fan,et al.  A Novel Low-Latency V2V Resource Allocation Scheme Based on Cellular V2X Communications , 2019, IEEE Transactions on Intelligent Transportation Systems.

[11]  Kamalrulnizam Abu Bakar,et al.  Routing Protocols in Vehicular Ad hoc Networks: Survey and Research Challenges , 2013, Netw. Protoc. Algorithms.

[12]  Xinming Zhang,et al.  A Street-Centric Opportunistic Routing Protocol Based on Link Correlation for Urban VANETs , 2016, IEEE Transactions on Mobile Computing.

[13]  Huansheng Ning,et al.  Advances in Position Based Routing Towards ITS Enabled FoG-Oriented VANET–A Survey , 2020, IEEE Transactions on Intelligent Transportation Systems.

[14]  Cheng-Xiang Wang,et al.  A Nonstationary Wideband MIMO Channel Model for High-Mobility Intelligent Transportation Systems , 2015, IEEE Transactions on Intelligent Transportation Systems.

[15]  Brad Karp,et al.  GPSR: greedy perimeter stateless routing for wireless networks , 2000, MobiCom '00.

[16]  Kang Chen,et al.  MobiT: Distributed and Congestion-Resilient Trajectory-Based Routing for Vehicular Delay Tolerant Networks , 2018, IEEE/ACM Transactions on Networking.

[17]  Yu Wang,et al.  Routing in vehicular ad hoc networks: A survey , 2007, IEEE Vehicular Technology Magazine.

[18]  Carlos Miguel Tavares Calafate,et al.  TROUVE: A trusted routing protocol for urban vehicular environments , 2015, 2015 IEEE 11th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob).

[19]  S. Yousefi,et al.  Vehicular Ad Hoc Networks (VANETs): Challenges and Perspectives , 2006, 2006 6th International Conference on ITS Telecommunications.

[20]  Abdul Hanan Abdullah,et al.  Road-Aware Routing Strategies for Vehicular Ad Hoc Networks: Characteristics and Comparisons , 2016, Int. J. Distributed Sens. Networks.

[21]  Roberto Verdone,et al.  Intelligent transportation systems: the role of third-generation mobile radio networks , 2000, IEEE Commun. Mag..

[22]  Amir Qayyum,et al.  Vehicular Ad Hoc Network (VANET): A Survey, Challenges, and Applications , 2017 .

[23]  Ramin Karimi,et al.  PGRP: Predictive geographic routing protocol for VANETs , 2018, Comput. Networks.

[24]  Abdul Hanan Abdullah,et al.  Location error resilient geographical routing for vehicular ad-hoc networks , 2017 .

[25]  Martin Mauve,et al.  Geographic routing in city scenarios , 2005, MOCO.

[26]  Wei Ni,et al.  A Hybrid-Fuzzy Logic Guided Genetic Algorithm (H-FLGA) Approach for Resource Optimization in 5G VANETs , 2019, IEEE Transactions on Vehicular Technology.

[27]  Zhihong Qian,et al.  Improvement of GPSR Protocol in Vehicular Ad Hoc Network , 2018, IEEE Access.

[28]  Wen Wu,et al.  Delay-Minimization Routing for Heterogeneous VANETs With Machine Learning Based Mobility Prediction , 2019, IEEE Transactions on Vehicular Technology.

[29]  Charles E. Perkins,et al.  Highly Dynamic Destination-Sequenced Distance-Vector Routing (DSDV) for mobile computers , 1994, SIGCOMM.

[30]  Lin Yao,et al.  V2X Routing in a VANET Based on the Hidden Markov Model , 2018, IEEE Transactions on Intelligent Transportation Systems.

[31]  Gabriel-Miro Muntean,et al.  User-oriented cluster-based solution for multimedia content delivery over VANETs , 2012, IEEE international Symposium on Broadband Multimedia Systems and Broadcasting.

[32]  Riri Fitri Sari,et al.  Performance comparison of GPSR and ZRP routing protocols in VANET environment , 2016, 2016 IEEE Region 10 Symposium (TENSYMP).

[33]  Charles E. Perkins,et al.  Ad-hoc on-demand distance vector routing , 1999, Proceedings WMCSA'99. Second IEEE Workshop on Mobile Computing Systems and Applications.

[34]  Xiuzhen Guo,et al.  LEGO-Fi: Transmitter-Transparent CTC with Cross-Demapping , 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications.