Nothing Special   »   [go: up one dir, main page]

skip to main content
research-article

Network selection and data dissemination in heterogeneous software-defined vehicular network

Published: 09 October 2019 Publication History

Abstract

Vehicular Ad Hoc Network (VANET) is a promising network that is anticipated to be, adaptable, cost-effective, and able to provide safety, infotainment, and related services on the road via inter-vehicle or vehicle-to-roadside unit communication. However, the requirements of various vehicular applications are diverse. In a network where applications always employ IEEE 802.11p, bandwidth and coverage range may become insufficient for an application while cellular networks involve high cost. In this context, Software-defined Network (SDN) is an efficient technology for network management in VANETs. This paper presents a Software-defined Vehicular Network (SDVN) Communication using heterogeneous wireless interfaces. Using SDN, network selection is made by applying utility functions and game theory approach. Moreover, we have proposed a data dissemination approach on the selected network, which uses the concept of layering of controllers and link duration. The simulation results prove the effectiveness and efficiency of the proposed scheme, which provides better network performance as compared to the two existing schemes. The proposed scheme under varying density results in an improvement of average End-to-End (E2E) delay by 39.32%, packet delivery ratio by 30.38%, average throughput by 34.87%, and routing overhead by 27%.

References

[1]
B.M. Masini, L. Zuliani, O. Andrisano, On the effectiveness of a GPRS based intelligent transportation system in a realistic scenario, 2006 IEEE 63rd Vehicular Technology Conference, vol. 6, IEEE, 2006, pp. 2997–3001.
[2]
S. Al-Sultan, M.M. Al-Doori, A.H. Al-Bayatti, H. Zedan, A comprehensive survey on vehicular ad hoc network, J. Netw. Comput. Appl. 37 (2014) 380–392.
[3]
A. Fonseca, T. Vazão, Applicability of position-based routing for VANET in highways and urban environment, J. Netw. Comput. Appl. 36 (3) (2013) 961–973.
[4]
E. Ndashimye, S.K. Ray, N.I. Sarkar, J.A. Gutiérrez, Vehicle-to-infrastructure communication over multi-tier heterogeneous networks: A survey, Comput. Netw. 112 (2017) 144–166.
[5]
B. Masini, A. Bazzi, A. Zanella, A survey on the roadmap to mandate on board connectivity and enable V2V-based vehicular sensor networks, Sensors 18 (7) (2018) 2207.
[6]
S. Ucar, S.C. Ergen, O. Ozkasap, Multihop-cluster-based IEEE 802.11p and LTE hybrid architecture for VANET safety message dissemination, IEEE Trans. Veh. Technol. 65 (4) (2016) 2621–2636.
[7]
H. Ghafoor, I. Koo, CR-SDVN: a cognitive routing protocol for software-defined vehicular networks, IEEE Sens. J. 18 (4) (2018) 1761–1772.
[8]
S. Sun, L. Gong, B. Rong, K. Lu, An intelligent SDN framework for 5G heterogeneous networks, IEEE Commun. Mag. 53 (11) (2015) 142–147.
[9]
S. Shivshankar, A. Jamalipour, An evolutionary game theory-based approach to cooperation in VANETS under different network conditions, IEEE Trans. Veh. Technol. 64 (5) (2015) 2015–2022.
[10]
J. Moura, D. Hutchison, Game theory for multi-access edge computing: survey, use cases, and future trends, IEEE Commun. Surv. Tutorials 21 (1) (2018) 260–288.
[11]
T. Başar, R. Srikant, A stackelberg network game with a large number of followers, J. Optim. Theory Appl. 115 (3) (2002) 479–490.
[12]
G.S. Aujla, M. Singh, N. Kumar, A. Zomaya, Stackelberg game for energy-aware resource allocation to sustain data centers using res, IEEE Trans. Cloud Comput. (2017).
[13]
G.S. Aujla, N. Kumar, M. Singh, A.Y. Zomaya, Energy trading with dynamic pricing for electric vehicles in a smart city environment, J. Parallel Distrib. Comput. 127 (2019) 169–183.
[14]
M. Karakus, A. Durresi, Quality of service (QoS) in software defined networking (SDN): a survey, J. Netw. Comput. Appl. 80 (2017) 200–218.
[15]
H. Farhady, H. Lee, A. Nakao, Software-defined networking: a survey, Comput. Netw. 81 (2015) 79–95.
[16]
M. Chahal, S. Harit, K.K. Mishra, A.K. Sangaiah, Z. Zheng, A survey on software-defined networking in vehicular ad hoc networks: challenges, applications and use cases, Sustainable Cities Soc. 35 (2017) 830–840.
[17]
T. Taleb, A. Benslimane, Design Guidelines for a Network Architecture Integrating VANET with 3G & Beyond Networks, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010, IEEE, 2010, pp. 1–5.
[18]
R. Trestian, O. Ormond, G.-M. Muntean, Reputation-based network selection mechanism using game theory, Phys. Commun. 4 (3) (2011) 156–171,.
[19]
R. Trestian, O. Ormond, G.-M. Muntean, Game theory-based network selection: solutions and challenges, IEEE Commun. Surv. Tutorials 14 (4) (2012) 1212–1231.
[20]
L. Wang, G.-s.G.S. Kuo, Mathematical modeling for network selection in heterogeneous wireless networks — a tutorial, IEEE Commun. Surv. Tutorials 15 (1) (2013) 271–292.
[21]
S. Ucar, S.C. Ergen, O. Ozkasap, Multihop-cluster-based IEEE 802.11p and LTE hybrid architecture for VANET safety message dissemination, IEEE Trans. Veh. Technol. 65 (4) (2016) 2621–2636.
[22]
D. Jiang, L. Huo, Z. Lv, H. Song, S. Member, W. Qin, A joint multi-criteria utility-based network selection approach for vehicle- to-infrastructure networking, IEEE Trans. Intell. Transp. Systems. 99 (2017) 1–15.
[23]
I. Ku, Y. Lu, M. Gerla, F. Ongaro, R.L. Gomes, E. Cerqueira, Towards software-defined VANET: architecture and services, Ad Hoc Networking Workshop (MED-HOC-NET), 2014 13th Annual Mediterranean, IEEE, 2014, pp. 103–110.
[24]
M.A. Salahuddin, A. Al-Fuqaha, M. Guizani, Software-defined networking for RSU clouds in support of the internet of vehicles, IEEE Internet Things J. 2 (2) (2015) 133–144,.
[25]
N.B. Truong, G.M. Lee, Y. Ghamri-Doudane, Software defined networking-based vehicular adhoc network with Fog computing, Proceedings of the 2015 IFIP/IEEE International Symposium on Integrated Network Management, IM 2015, 2015, pp. 1202–1207,.
[26]
A. Zanella, A. Bazzi, G. Pasolini, B.M. Masini, On the impact of routing strategies on the interference of ad hoc wireless networks, IEEE Trans. Commun. 61 (10) (2013) 4322–4333.
[27]
X. Ge, Z. Li, S. Li, 5G software defined vehicular networks, IEEE Commun. Mag. 55 (7) (2017) 87–93.
[28]
W. Quan, Y. Liu, H. Zhang, S. Yu, Enhancing crowd collaborations for software defined vehicular networks, IEEE Commun. Mag. 55 (8) (2017) 80–86.
[29]
C. Qiu, F.R. Yu, F. Xu, H. Yao, C. Zhao, Blockchain-based distributed software-defined vehicular networks via deep q-learning, Proceedings of the 8th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, ACM, 2018, pp. 8–14.
[30]
Z. He, D. Zhang, J. Liang, Cost-efficient sensory data transmission in heterogeneous software-defined vehicular networks, IEEE Sens. J. 16 (20) (2016) 7342–7354,.
[31]
H. Li, M. Dong, K. Ota, Control plane optimization in software defined vehicular ad-hoc networks, IEEE Trans. Veh. Technol. PP (99) (2016),.
[32]
C.-C. Lin, H.-H. Chin, W.-B. Chen, Balancing latency and cost in software-defined vehicular networks using genetic algorithm, J. Netw. Comput. Appl. 116 (2018) 35–41.
[33]
G.S. Aujla, R. Chaudhary, N. Kumar, J.J.P.C. Rodrigues, A. Vinel, Data offloading in 5G-enabled software-defined vehicular networks : a stackelberg-game-based approach, IEEE Commun. Mag. 55 (8) (2017) 100–108.
[34]
K. Kaur, S. Garg, G.S. Aujla, N. Kumar, J.J. Rodrigues, M. Guizani, Edge computing in the industrial internet of things environment: software-defined-networks-based edge-cloud interplay, IEEE Commun. Mag. 56 (2) (2018) 44–51.
[35]
G.S. Aujla, R. Chaudhary, K. Kaur, S. Garg, N. Kumar, R. Ranjan, SAFE: SDN-assisted framework for edge–cloud interplay in secure healthcare ecosystem, IEEE Trans. Ind. Inf. 15 (1) (2019) 469–480.
[36]
S. Correia, A. Boukerche, R.I. Meneguette, An architecture for hierarchical software-defined vehicular networks, IEEE Commun. Mag. 55 (7) (2017) 80–86.
[37]
L. Hu, Z. Ding, H. Shi, An improved GPSR routing strategy in VANET, Wireless Communications, Networking and Mobile Computing (WiCOM), 2012 8th International Conference on, IEEE, 2012, pp. 1–4.

Cited By

View all
  • (2024)FGCF: fault-aware green computing framework in software-defined social internet of vehicleThe Journal of Supercomputing10.1007/s11227-024-06116-780:12(17423-17459)Online publication date: 1-Aug-2024
  • (2023)Toward an efficient geographical routing protocol for internet of vehiclesProceedings of the 2023 6th International Conference on Geoinformatics and Data Analysis10.1145/3606180.3606189(53-59)Online publication date: 13-Apr-2023
  • (2023)SpTFrame: A Framework for Spatio-Temporal Information Aware Message Dissemination in Software Defined Vehicular NetworksProceedings of the 24th International Conference on Distributed Computing and Networking10.1145/3571306.3571410(254-261)Online publication date: 4-Jan-2023
  • Show More Cited By

Index Terms

  1. Network selection and data dissemination in heterogeneous software-defined vehicular network
                Index terms have been assigned to the content through auto-classification.

                Recommendations

                Comments

                Please enable JavaScript to view thecomments powered by Disqus.

                Information & Contributors

                Information

                Published In

                cover image Computer Networks: The International Journal of Computer and Telecommunications Networking
                Computer Networks: The International Journal of Computer and Telecommunications Networking  Volume 161, Issue C
                Oct 2019
                283 pages

                Publisher

                Elsevier North-Holland, Inc.

                United States

                Publication History

                Published: 09 October 2019

                Author Tags

                1. VANET
                2. SDVN
                3. Network selection
                4. Stackelberg game theory

                Qualifiers

                • Research-article

                Contributors

                Other Metrics

                Bibliometrics & Citations

                Bibliometrics

                Article Metrics

                • Downloads (Last 12 months)0
                • Downloads (Last 6 weeks)0
                Reflects downloads up to 05 Feb 2025

                Other Metrics

                Citations

                Cited By

                View all
                • (2024)FGCF: fault-aware green computing framework in software-defined social internet of vehicleThe Journal of Supercomputing10.1007/s11227-024-06116-780:12(17423-17459)Online publication date: 1-Aug-2024
                • (2023)Toward an efficient geographical routing protocol for internet of vehiclesProceedings of the 2023 6th International Conference on Geoinformatics and Data Analysis10.1145/3606180.3606189(53-59)Online publication date: 13-Apr-2023
                • (2023)SpTFrame: A Framework for Spatio-Temporal Information Aware Message Dissemination in Software Defined Vehicular NetworksProceedings of the 24th International Conference on Distributed Computing and Networking10.1145/3571306.3571410(254-261)Online publication date: 4-Jan-2023
                • (2023)An SVM-Based Optimal-Controller Selection and Path Selection Protocol for Heterogeneous Communications in SDVNsIEEE Transactions on Intelligent Transportation Systems10.1109/TITS.2023.332665125:5(3828-3842)Online publication date: 1-Nov-2023
                • (2023)Adaptively prioritizing candidate forwarding set in opportunistic routing in VANETsAd Hoc Networks10.1016/j.adhoc.2022.103048140:COnline publication date: 1-Mar-2023
                • (2023)SDCast: A Software-Defined Networking Based Clustered Routing Protocol for Vehicular Ad-Hoc NetworksWireless Personal Communications: An International Journal10.1007/s11277-023-10726-4132:4(2457-2485)Online publication date: 31-Aug-2023
                • (2023)Stochastic modeling and performance analysis in balancing load and traffic for vehicular ad hoc networksInternational Journal of Network Management10.1002/nem.222433:5Online publication date: 11-Sep-2023
                • (2022)Software-Defined Networks and Named Data Networks in Vehicular Ad Hoc Network RoutingSecurity and Communication Networks10.1155/2022/12701802022Online publication date: 1-Jan-2022
                • (2021)Efficient and Secure Routing Protocol Based on Artificial Intelligence Algorithms With UAV-Assisted for Vehicular Ad Hoc Networks in Intelligent Transportation SystemsIEEE Transactions on Intelligent Transportation Systems10.1109/TITS.2020.304174622:7(4757-4769)Online publication date: 1-Jul-2021
                • (2020)Vanet heterogeneous networks with wireless technology variation according to the capacity of users in Urban AreasJournal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology10.3233/JIFS-18915139:6(8325-8332)Online publication date: 1-Jan-2020

                View Options

                View options

                Figures

                Tables

                Media

                Share

                Share

                Share this Publication link

                Share on social media