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2020 | OriginalPaper | Buchkapitel

VANETs Routing Protocols Survey: Classifications, Optimization Methods and New Trends

verfasst von : Chahrazed Ksouri, Imen Jemili, Mohamed Mosbah, Abdelfettah Belghith

Erschienen in: Distributed Computing for Emerging Smart Networks

Verlag: Springer International Publishing

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Abstract

The specific characteristics of vehicular ad-hoc networks, such as high-speed nodes, frequent topology changes and predefined vehicle movement paths, make mobile ad-hoc networks routing protocols not convenient to disseminate data in the vehicular environment. In addition, the new vision towards Internet of Vehicles concept along with the advent of autonomous cars contribute to the proliferation of new innovative applications with different QoS requirements, rising new challenging issues. In this paper, we survey the different taxonomies for vehicular routing protocols, while exposing several optimization techniques used to enhance routing protocols. Moreover, in order to foster the deployment of robust Internet of Vehicles routing protocols at large scale, we give some directions for future research work.

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Literatur
1.
Zurück zum Zitat Yousefi, S., Mousavi, M.S., Fathy, M.: Vehicular ad hoc networks (VANETs): challenges and perspectives. In: 2006 6th International Conference on ITS Telecommunications, pp. 761–766, June 2006 Yousefi, S., Mousavi, M.S., Fathy, M.: Vehicular ad hoc networks (VANETs): challenges and perspectives. In: 2006 6th International Conference on ITS Telecommunications, pp. 761–766, June 2006
2.
Zurück zum Zitat Sichitiu, M.L., Kihl, M.: Inter-vehicle communication systems: a survey. IEEE Commun. Surv. Tutor. 10(2), 88–105 (2008)CrossRef Sichitiu, M.L., Kihl, M.: Inter-vehicle communication systems: a survey. IEEE Commun. Surv. Tutor. 10(2), 88–105 (2008)CrossRef
3.
Zurück zum Zitat Ang, L.M., Seng, K.P., Ijemaru, G.K., Zungeru, A.M.: Deployment of IoV for smart cities: applications, architecture, and challenges. IEEE Access 7, 6473–6492 (2019)CrossRef Ang, L.M., Seng, K.P., Ijemaru, G.K., Zungeru, A.M.: Deployment of IoV for smart cities: applications, architecture, and challenges. IEEE Access 7, 6473–6492 (2019)CrossRef
4.
Zurück zum Zitat Lee, K.C., Lee, U., Gerla, M.: Survey of routing protocols in vehicular ad hoc networks (2010) Lee, K.C., Lee, U., Gerla, M.: Survey of routing protocols in vehicular ad hoc networks (2010)
5.
Zurück zum Zitat Li, F., Wang, Y.: Routing in vehicular ad hoc networks: a survey. IEEE Veh. Technol. Mag. 2(2), 12–22 (2007)CrossRef Li, F., Wang, Y.: Routing in vehicular ad hoc networks: a survey. IEEE Veh. Technol. Mag. 2(2), 12–22 (2007)CrossRef
6.
Zurück zum Zitat Kumar, R., Dave, M.: A comparative study of various routing protocols in VANET. Int. J. Comput. Sci. Issues 8, 08 (2011) Kumar, R., Dave, M.: A comparative study of various routing protocols in VANET. Int. J. Comput. Sci. Issues 8, 08 (2011)
7.
Zurück zum Zitat Chen, W., Guha, R.K., Kwon, T.J., Lee, J., Hsu, I.Y.: A survey and challenges in routing and data dissemination in vehicular ad-hoc networks, pp. 328–333, September 2008 Chen, W., Guha, R.K., Kwon, T.J., Lee, J., Hsu, I.Y.: A survey and challenges in routing and data dissemination in vehicular ad-hoc networks, pp. 328–333, September 2008
8.
Zurück zum Zitat Dua, A., Kumar, N., Bawa, S.: A systematic review on routing protocols for vehicular ad hoc networks. Veh. Commun. 1(1), 33–52 (2014) Dua, A., Kumar, N., Bawa, S.: A systematic review on routing protocols for vehicular ad hoc networks. Veh. Commun. 1(1), 33–52 (2014)
9.
Zurück zum Zitat Cheng, J., Cheng, J., Zhou, M., Liu, F., Gao, S., Liu, C.: Routing in Internet of Vehicles: a review. IEEE Trans. Intell. Transp. Syst. 16(5), 2339–2352 (2015)CrossRef Cheng, J., Cheng, J., Zhou, M., Liu, F., Gao, S., Liu, C.: Routing in Internet of Vehicles: a review. IEEE Trans. Intell. Transp. Syst. 16(5), 2339–2352 (2015)CrossRef
10.
Zurück zum Zitat Alouache, L., Nguyen, N., Aliouat, M., Chelouah, R.: Survey on IoV routing protocols: security and network architecture. Int. J. Commun. Syst. 32, e3849 (2019)CrossRef Alouache, L., Nguyen, N., Aliouat, M., Chelouah, R.: Survey on IoV routing protocols: security and network architecture. Int. J. Commun. Syst. 32, e3849 (2019)CrossRef
11.
Zurück zum Zitat Awang, A., Husain, K., Kamel, N., Aïssa, S.: Routing in vehicular ad-hoc networks: a survey on single- and cross-layer design techniques, and perspectives. IEEE Access 5, 9497–9517 (2017)CrossRef Awang, A., Husain, K., Kamel, N., Aïssa, S.: Routing in vehicular ad-hoc networks: a survey on single- and cross-layer design techniques, and perspectives. IEEE Access 5, 9497–9517 (2017)CrossRef
12.
Zurück zum Zitat Lin, Y.-W., Chen, Y.-S., Lee, S.-L.: Routing protocols in vehicular ad hoc networks: a survey and future perspectives. J. Inf. Sci. Eng. 26, 05 (2010) Lin, Y.-W., Chen, Y.-S., Lee, S.-L.: Routing protocols in vehicular ad hoc networks: a survey and future perspectives. J. Inf. Sci. Eng. 26, 05 (2010)
13.
Zurück zum Zitat ETSI: Intelligent transport systems (ITS), vehicular communications; geonetworking, part 1: Requirements. EN 302 636–1 V1.2.1, April 2014 ETSI: Intelligent transport systems (ITS), vehicular communications; geonetworking, part 1: Requirements. EN 302 636–1 V1.2.1, April 2014
14.
Zurück zum Zitat Shah, S.A.A., Ahmed, E., Xia, F., Karim, A., Shiraz, M., Noor, R.M.: Adaptive beaconing approaches for vehicular ad hoc networks: a survey. IEEE Syst. J. 12(2), 1263–1277 (2018) CrossRef Shah, S.A.A., Ahmed, E., Xia, F., Karim, A., Shiraz, M., Noor, R.M.: Adaptive beaconing approaches for vehicular ad hoc networks: a survey. IEEE Syst. J. 12(2), 1263–1277 (2018) CrossRef
15.
Zurück zum Zitat Jagadeesh, K., Laxmi, G., Sathya, S., Battula, B.: A survey on routing protocols and its issues in VANET. Int. J. Comput. Appl. 28, 38–44 (2011) Jagadeesh, K., Laxmi, G., Sathya, S., Battula, B.: A survey on routing protocols and its issues in VANET. Int. J. Comput. Appl. 28, 38–44 (2011)
16.
Zurück zum Zitat Ksouri, C., Jemili, I., Mosbah, M., Belghith, A.: Data gathering for Internet of Vehicles safety. In: 2018 14th International Wireless Communications Mobile Computing Conference (IWCMC), pp. 904–909, June 2018 Ksouri, C., Jemili, I., Mosbah, M., Belghith, A.: Data gathering for Internet of Vehicles safety. In: 2018 14th International Wireless Communications Mobile Computing Conference (IWCMC), pp. 904–909, June 2018
17.
Zurück zum Zitat Zekri, A., Jia, W.: Heterogeneous vehicular communications: a comprehensive study. Ad Hoc Netw. 75, 52–79 (2018)CrossRef Zekri, A., Jia, W.: Heterogeneous vehicular communications: a comprehensive study. Ad Hoc Netw. 75, 52–79 (2018)CrossRef
18.
Zurück zum Zitat Brummer, A., German, R., Djanatliev, A.: On the necessity of three-dimensional considerations in vehicular network simulation. In: 2018 14th Annual Conference on Wireless On-demand Network Systems and Services (WONS), February 2018 Brummer, A., German, R., Djanatliev, A.: On the necessity of three-dimensional considerations in vehicular network simulation. In: 2018 14th Annual Conference on Wireless On-demand Network Systems and Services (WONS), February 2018
19.
Zurück zum Zitat Katsaros, K.: A survey of routing protocols for vehicular ad-hoc networks (VANETs) (2011) Katsaros, K.: A survey of routing protocols for vehicular ad-hoc networks (VANETs) (2011)
20.
Zurück zum Zitat Kayhan, G., Marwan, M., Jaime, L., Rulnizam, K., Bakar, A., Zaitul, Z.: Routing protocols in vehicular ad hoc networks: survey and research challenges. Netw. Protoc. Algorithms 5, 39 (2013) Kayhan, G., Marwan, M., Jaime, L., Rulnizam, K., Bakar, A., Zaitul, Z.: Routing protocols in vehicular ad hoc networks: survey and research challenges. Netw. Protoc. Algorithms 5, 39 (2013)
21.
Zurück zum Zitat Da Cunha, F.D., Boukerche, A., Villas, L., Viana, A.C., Loureiro, A.A.: Data communication in VANETs: a survey, challenges and applications. Ad Hoc Netw. 44, 90–103 (2016)CrossRef Da Cunha, F.D., Boukerche, A., Villas, L., Viana, A.C., Loureiro, A.A.: Data communication in VANETs: a survey, challenges and applications. Ad Hoc Netw. 44, 90–103 (2016)CrossRef
22.
Zurück zum Zitat Willke, T.L., Tientrakool, P., Maxemchuk, N.F.: A survey of inter-vehicle communication protocols and their applications. IEEE Commun. Surv. Tutor. 11(2), 3–20 (2009)CrossRef Willke, T.L., Tientrakool, P., Maxemchuk, N.F.: A survey of inter-vehicle communication protocols and their applications. IEEE Commun. Surv. Tutor. 11(2), 3–20 (2009)CrossRef
23.
Zurück zum Zitat Mellouk, A., Bitam, S., Zeadally, S.: Bio-inspired routing algorithms survey for vehicular ad hoc networks. IEEE Commun. Surv. Tutor. 17, 843–867 (2014) Mellouk, A., Bitam, S., Zeadally, S.: Bio-inspired routing algorithms survey for vehicular ad hoc networks. IEEE Commun. Surv. Tutor. 17, 843–867 (2014)
24.
Zurück zum Zitat Dressler, F., Akan, O.B.: A survey on bio-inspired networking. Comput. Netw. 54(6), 881–900 (2010)MATHCrossRef Dressler, F., Akan, O.B.: A survey on bio-inspired networking. Comput. Netw. 54(6), 881–900 (2010)MATHCrossRef
25.
Zurück zum Zitat Hajlaoui, R., Guyennet, H., Moulahi, T.: A survey on heuristic-based routing methods in vehicular ad-hoc network: technical challenges and future trends. IEEE Sens. J. 16(17), 6782–6792 (2016)CrossRef Hajlaoui, R., Guyennet, H., Moulahi, T.: A survey on heuristic-based routing methods in vehicular ad-hoc network: technical challenges and future trends. IEEE Sens. J. 16(17), 6782–6792 (2016)CrossRef
26.
Zurück zum Zitat Jafer, M., Khan, M.A., ur Rehman, S., Zia, T.A.: Broadcasting under highway environment in VANETs using genetic algorithm. In: 2017 IEEE 85th Vehicular Technology Conference (VTC Spring), pp. 1–5, June 2017 Jafer, M., Khan, M.A., ur Rehman, S., Zia, T.A.: Broadcasting under highway environment in VANETs using genetic algorithm. In: 2017 IEEE 85th Vehicular Technology Conference (VTC Spring), pp. 1–5, June 2017
27.
Zurück zum Zitat Jafer, M., Khan, M.A., Ur Rehman, S., Zia, T.A.: Evolutionary algorithm based optimized relay vehicle selection in vehicular communication. IEEE Access 6, 71524–71539 (2018)CrossRef Jafer, M., Khan, M.A., Ur Rehman, S., Zia, T.A.: Evolutionary algorithm based optimized relay vehicle selection in vehicular communication. IEEE Access 6, 71524–71539 (2018)CrossRef
29.
Zurück zum Zitat Marco, D., Vittorio, M., Alberto, C.: Ant system: optimization by a colony of cooperating agents. IEEE Trans. Syst., Man Cybern. 26, 29–41 (1996)CrossRef Marco, D., Vittorio, M., Alberto, C.: Ant system: optimization by a colony of cooperating agents. IEEE Trans. Syst., Man Cybern. 26, 29–41 (1996)CrossRef
30.
Zurück zum Zitat Goudarzi, F., Asgari, H., Al-Raweshidy, H.S.: Traffic-aware VANET routing for city environments–a protocol based on ant colony optimization. IEEE Syst. J. 13(1), 571–581 (2019) CrossRef Goudarzi, F., Asgari, H., Al-Raweshidy, H.S.: Traffic-aware VANET routing for city environments–a protocol based on ant colony optimization. IEEE Syst. J. 13(1), 571–581 (2019) CrossRef
31.
Zurück zum Zitat Gawas, M.A., Gawas, M.M.: A novel selective cross layer based routing scheme using ACO method for vehicular networks. J. Netw. Comput. Appl. 143, 34–46 (2019)CrossRef Gawas, M.A., Gawas, M.M.: A novel selective cross layer based routing scheme using ACO method for vehicular networks. J. Netw. Comput. Appl. 143, 34–46 (2019)CrossRef
32.
Zurück zum Zitat Kennedy, J., Eberhart, R.: Particle swarm optimization (PSO). In: Proceedings of IEEE International Conference on Neural Networks, Perth, Australia (1995) Kennedy, J., Eberhart, R.: Particle swarm optimization (PSO). In: Proceedings of IEEE International Conference on Neural Networks, Perth, Australia (1995)
33.
Zurück zum Zitat Saritha, V., Krishna, P.V., Misra, S., Obaidat, M.S.: Learning automata based optimized multipath routing using leapfrog algorithm for VANETs. In: 2017 IEEE International Conference on Communications (ICC), pp. 1–5, May 2017 Saritha, V., Krishna, P.V., Misra, S., Obaidat, M.S.: Learning automata based optimized multipath routing using leapfrog algorithm for VANETs. In: 2017 IEEE International Conference on Communications (ICC), pp. 1–5, May 2017
35.
Zurück zum Zitat Koç, E., Otri, S., Rahim, S., Pham, D.T., Ghanbarzadeh, A., Zaidi, M.: The bees algorithm–a novel tool for complex optimisation problems. In: Intelligent Production Machines and Systems, pp. 454–459. Elsevier (2006) Koç, E., Otri, S., Rahim, S., Pham, D.T., Ghanbarzadeh, A., Zaidi, M.: The bees algorithm–a novel tool for complex optimisation problems. In: Intelligent Production Machines and Systems, pp. 454–459. Elsevier (2006)
36.
Zurück zum Zitat Zhang, X., Zhang, X.: A binary artificial bee colony algorithm for constructing spanning trees in vehicular ad hoc networks. Ad Hoc Netw. 58, 198–204 (2017)CrossRef Zhang, X., Zhang, X.: A binary artificial bee colony algorithm for constructing spanning trees in vehicular ad hoc networks. Ad Hoc Netw. 58, 198–204 (2017)CrossRef
37.
Zurück zum Zitat Kaur, S., Aseri, T.C., Rani, S.: QoS-aware routing in vehicular ad hoc networks using ant colony optimization and bee colony optimization. In: Krishna, C.R., Dutta, M., Kumar, R. (eds.) Proceedings of 2nd International Conference on Communication, Computing and Networking. LNNS, vol. 46, pp. 251–260. Springer, Singapore (2019). https://doi.org/10.1007/978-981-13-1217-5_25CrossRef Kaur, S., Aseri, T.C., Rani, S.: QoS-aware routing in vehicular ad hoc networks using ant colony optimization and bee colony optimization. In: Krishna, C.R., Dutta, M., Kumar, R. (eds.) Proceedings of 2nd International Conference on Communication, Computing and Networking. LNNS, vol. 46, pp. 251–260. Springer, Singapore (2019). https://​doi.​org/​10.​1007/​978-981-13-1217-5_​25CrossRef
39.
Zurück zum Zitat Kasana, R., Kumar, S.: A geographic routing algorithm based on cat swarm optimization for vehicular ad-hoc networks. In: 2017 4th International Conference on Signal Processing and Integrated Networks (SPIN), pp. 86–90, February 2017 Kasana, R., Kumar, S.: A geographic routing algorithm based on cat swarm optimization for vehicular ad-hoc networks. In: 2017 4th International Conference on Signal Processing and Integrated Networks (SPIN), pp. 86–90, February 2017
40.
Zurück zum Zitat Swagatam, D., Arijit, B., Sambarta, D., Ajith, A.: Bacterial foraging optimization algorithm: theoretical foundations, analysis, and applications. In: Abraham, A., Hassanien, A.E., Siarry, P., Engelbrecht, A. (eds.) Foundations of Computational Intelligence Volume 3, vol. 203, pp. 23–55. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-642-01085-9_2CrossRefMATH Swagatam, D., Arijit, B., Sambarta, D., Ajith, A.: Bacterial foraging optimization algorithm: theoretical foundations, analysis, and applications. In: Abraham, A., Hassanien, A.E., Siarry, P., Engelbrecht, A. (eds.) Foundations of Computational Intelligence Volume 3, vol. 203, pp. 23–55. Springer, Heidelberg (2009). https://​doi.​org/​10.​1007/​978-3-642-01085-9_​2CrossRefMATH
41.
Zurück zum Zitat Mehta, K., Bajaj, P.R., Malik, L.G.: Fuzzy bacterial foraging optimization zone based routing (fbfozbr) protocol for VANET. In: 2016 International Conference on ICT in Business Industry Government (ICTBIG), pp. 1–10, November 2016 Mehta, K., Bajaj, P.R., Malik, L.G.: Fuzzy bacterial foraging optimization zone based routing (fbfozbr) protocol for VANET. In: 2016 International Conference on ICT in Business Industry Government (ICTBIG), pp. 1–10, November 2016
42.
Zurück zum Zitat Shattal, M.A., Wisniewska, A., Khan, B., Al-Fuqaha, A., Dombrowski, K.: From channel selection to strategy selection: enhancing vanets using socially-inspired foraging and deference strategies. IEEE Trans. Veh. Technol. 67(9), 8919–8933 (2018)CrossRef Shattal, M.A., Wisniewska, A., Khan, B., Al-Fuqaha, A., Dombrowski, K.: From channel selection to strategy selection: enhancing vanets using socially-inspired foraging and deference strategies. IEEE Trans. Veh. Technol. 67(9), 8919–8933 (2018)CrossRef
45.
Zurück zum Zitat Wagh, M.B., Gomathi, N.: Water wave optimization-based routing protocol for vehicular adhoc networks. Int. J. Model. Simul. Sci. Comput. 9(05), 1850047 (2018)CrossRef Wagh, M.B., Gomathi, N.: Water wave optimization-based routing protocol for vehicular adhoc networks. Int. J. Model. Simul. Sci. Comput. 9(05), 1850047 (2018)CrossRef
46.
Zurück zum Zitat Mirjalili, S., Lewis, A.: The whale optimization algorithm. Adv. Eng. Softw. 95, 51–67 (2016) CrossRef Mirjalili, S., Lewis, A.: The whale optimization algorithm. Adv. Eng. Softw. 95, 51–67 (2016) CrossRef
47.
Zurück zum Zitat Valayapalayam Kittusamy, S.R., Elhoseny, M., Kathiresan, S.: An enhanced whale optimization algorithm for vehicular communication networks. Int. J. Commun. Syst. e3953 (2019) Valayapalayam Kittusamy, S.R., Elhoseny, M., Kathiresan, S.: An enhanced whale optimization algorithm for vehicular communication networks. Int. J. Commun. Syst. e3953 (2019)
49.
Zurück zum Zitat Alzamzami, O., Mahgoub, I.: Fuzzy logic-based geographic routing for urban vehicular networks using link quality and achievable throughput estimations. IEEE Trans. Intell. Transp. Syst. 20(6), 2289–2300 (2019)CrossRef Alzamzami, O., Mahgoub, I.: Fuzzy logic-based geographic routing for urban vehicular networks using link quality and achievable throughput estimations. IEEE Trans. Intell. Transp. Syst. 20(6), 2289–2300 (2019)CrossRef
50.
Zurück zum Zitat Fahad, T.O., Ali, A.A.: Compressed fuzzy logic based multi-criteria AODV routing in VANET environment. Int. J. Electr. Comput. Eng. (IJECE) 9(1), 397–401 (2019)CrossRef Fahad, T.O., Ali, A.A.: Compressed fuzzy logic based multi-criteria AODV routing in VANET environment. Int. J. Electr. Comput. Eng. (IJECE) 9(1), 397–401 (2019)CrossRef
51.
Zurück zum Zitat Michie, D., Spiegelhalter, D.J., Taylor, C.C., et al.: Machine learning. Neural Stat. Classification 13, 19–22 (1994) Michie, D., Spiegelhalter, D.J., Taylor, C.C., et al.: Machine learning. Neural Stat. Classification 13, 19–22 (1994)
52.
Zurück zum Zitat Sutton, R.S., Barto, A.G., et al.: Introduction to Reinforcement Learning, vol. 2. MIT Press, Cambridge (1998)MATH Sutton, R.S., Barto, A.G., et al.: Introduction to Reinforcement Learning, vol. 2. MIT Press, Cambridge (1998)MATH
53.
Zurück zum Zitat Mammeri, Z.: Reinforcement learning based routing in networks: review and classification of approaches. IEEE Access 7, 55916–55950 (2019)CrossRef Mammeri, Z.: Reinforcement learning based routing in networks: review and classification of approaches. IEEE Access 7, 55916–55950 (2019)CrossRef
54.
Zurück zum Zitat Ji, X., et al.: Keep forwarding path freshest in VANET via applying reinforcement learning. In: 2019 IEEE First International Workshop on Network Meets Intelligent Computations (NMIC), pp. 13–18, July 2019 Ji, X., et al.: Keep forwarding path freshest in VANET via applying reinforcement learning. In: 2019 IEEE First International Workshop on Network Meets Intelligent Computations (NMIC), pp. 13–18, July 2019
55.
Zurück zum Zitat Jinqiao, W., Fang, M., Li, X.: Reinforcement learning based mobility adaptive routing for vehicular ad-hoc networks. Wirel. Pers. Commun. 101(4), 2143–2171 (2018)CrossRef Jinqiao, W., Fang, M., Li, X.: Reinforcement learning based mobility adaptive routing for vehicular ad-hoc networks. Wirel. Pers. Commun. 101(4), 2143–2171 (2018)CrossRef
57.
Zurück zum Zitat Hoang, D.T., Lu, X., Niyato, D., Wang, P., Kim, D.I., Han, Z.: Applications of repeated games in wireless networks: a survey. IEEE Commun. Surv. Tutor. 17(4), 2102–2135 (2015)CrossRef Hoang, D.T., Lu, X., Niyato, D., Wang, P., Kim, D.I., Han, Z.: Applications of repeated games in wireless networks: a survey. IEEE Commun. Surv. Tutor. 17(4), 2102–2135 (2015)CrossRef
58.
Zurück zum Zitat Khan, A.A., Abolhasan, M., Ni, W.: An evolutionary game theoretic approach for stable and optimized clustering in VANETs. IEEE Trans. Veh. Technol. 67(5), 4501–4513 (2018)CrossRef Khan, A.A., Abolhasan, M., Ni, W.: An evolutionary game theoretic approach for stable and optimized clustering in VANETs. IEEE Trans. Veh. Technol. 67(5), 4501–4513 (2018)CrossRef
59.
Zurück zum Zitat Wellington, L.J., Rosário, D., Cerqueira, E., Villas, L., Gerla, M.: A game theory approach for platoon-based driving for multimedia transmission in VANETs. Wirel. Commun. Mob. Comput. 2018, 11 p. (2018) Wellington, L.J., Rosário, D., Cerqueira, E., Villas, L., Gerla, M.: A game theory approach for platoon-based driving for multimedia transmission in VANETs. Wirel. Commun. Mob. Comput. 2018, 11 p. (2018)
60.
Zurück zum Zitat Nunes, B.A.A., Mendonca, M., Nguyen, X., Obraczka, K., Turletti, T.: A survey of software-defined networking: past, present, and future of programmable networks. IEEE Commun. Surv. Tutor. 16(3), 1617–1634 (2014)CrossRef Nunes, B.A.A., Mendonca, M., Nguyen, X., Obraczka, K., Turletti, T.: A survey of software-defined networking: past, present, and future of programmable networks. IEEE Commun. Surv. Tutor. 16(3), 1617–1634 (2014)CrossRef
61.
Zurück zum Zitat Kreutz, D., Ramos, F.M.V., Veríssimo, P.E., Rothenberg, C.E., Azodolmolky, S., Uhlig, S.: Software-defined networking: a comprehensive survey. Proc. IEEE 103(1), 14–76 (2015)CrossRef Kreutz, D., Ramos, F.M.V., Veríssimo, P.E., Rothenberg, C.E., Azodolmolky, S., Uhlig, S.: Software-defined networking: a comprehensive survey. Proc. IEEE 103(1), 14–76 (2015)CrossRef
62.
Zurück zum Zitat Jaballah, W.B., Conti, M., Lal, C.: A survey on software-defined VANETs: benefits, challenges, and future directions, April 2019 Jaballah, W.B., Conti, M., Lal, C.: A survey on software-defined VANETs: benefits, challenges, and future directions, April 2019
63.
Zurück zum Zitat Ji, X., Yu, H., Fan, G., Fu, W.: SDGR: an SDN-based geographic routing protocol for VANET. In: 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), pp. 276–281, December 2016 Ji, X., Yu, H., Fan, G., Fu, W.: SDGR: an SDN-based geographic routing protocol for VANET. In: 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), pp. 276–281, December 2016
64.
Zurück zum Zitat Rayeni, M.S., Hafid, A.: Routing in heterogeneous vehicular networks using an adapted software defined networking approach. In: 2018 Fifth International Conference on Software Defined Systems (SDS), pp. 25–31, April 2018 Rayeni, M.S., Hafid, A.: Routing in heterogeneous vehicular networks using an adapted software defined networking approach. In: 2018 Fifth International Conference on Software Defined Systems (SDS), pp. 25–31, April 2018
65.
Zurück zum Zitat Kazmi, A., Khan, M.A., Akram, M.U.: DeVANET: Decentralized software-defined VANET architecture. In: 2016 IEEE International Conference on Cloud Engineering Workshop (IC2EW), pp. 42–47, April 2016 Kazmi, A., Khan, M.A., Akram, M.U.: DeVANET: Decentralized software-defined VANET architecture. In: 2016 IEEE International Conference on Cloud Engineering Workshop (IC2EW), pp. 42–47, April 2016
66.
67.
68.
Zurück zum Zitat Bitam, S., Mellouk, A., Zeadally, S.: VANET-cloud: a generic cloud computing model for vehicular ad hoc networks. IEEE Wirel. Commun. 22(1), 96–102 (2015)CrossRef Bitam, S., Mellouk, A., Zeadally, S.: VANET-cloud: a generic cloud computing model for vehicular ad hoc networks. IEEE Wirel. Commun. 22(1), 96–102 (2015)CrossRef
69.
Zurück zum Zitat Bhoi, S.K., Khilar, P.M.: RVCloud: a routing protocol for vehicular ad hoc network in city environment using cloud computing. Wirel. Netw. 22(4), 96–102 (2016)CrossRef Bhoi, S.K., Khilar, P.M.: RVCloud: a routing protocol for vehicular ad hoc network in city environment using cloud computing. Wirel. Netw. 22(4), 96–102 (2016)CrossRef
70.
Zurück zum Zitat Olariu, S., Khalil, I., Abuelela, M.: Taking VANET to the clouds. Int. J. Pervasive Comput. Commun. 7(1), 7–21 (2011)CrossRef Olariu, S., Khalil, I., Abuelela, M.: Taking VANET to the clouds. Int. J. Pervasive Comput. Commun. 7(1), 7–21 (2011)CrossRef
71.
Zurück zum Zitat Khalil, I., Mousannif, H., Olariu, S.: Cooperation as a service in VANET: implementation and simulation results. Mob. Inf. Syst. 8(2), 153–172 (2012) Khalil, I., Mousannif, H., Olariu, S.: Cooperation as a service in VANET: implementation and simulation results. Mob. Inf. Syst. 8(2), 153–172 (2012)
72.
Zurück zum Zitat Bonomi, F., Milito, R., Zhu, J., Addepalli, S.: Fog computing and its role in the Internet of Things. In: Proceedings of the First Edition of the MCC Workshop on Mobile Cloud Computing, pp. 13–16. ACM (2012) Bonomi, F., Milito, R., Zhu, J., Addepalli, S.: Fog computing and its role in the Internet of Things. In: Proceedings of the First Edition of the MCC Workshop on Mobile Cloud Computing, pp. 13–16. ACM (2012)
73.
Zurück zum Zitat Brennand, C.A.R.L., Boukerche, A., Meneguette, R., Villas, L.A.: A novel urban traffic management mechanism based on fog. In: 2017 IEEE Symposium on Computers and Communications (ISCC), pp. 377–382, July 2017 Brennand, C.A.R.L., Boukerche, A., Meneguette, R., Villas, L.A.: A novel urban traffic management mechanism based on fog. In: 2017 IEEE Symposium on Computers and Communications (ISCC), pp. 377–382, July 2017
74.
Zurück zum Zitat Hou, X., Li, Y., Chen, M., Di, W., Jin, D., Chen, S.: Vehicular fog computing: a viewpoint of vehicles as the infrastructures. IEEE Trans. Veh. Technol. 65(6), 3860–3873 (2016)CrossRef Hou, X., Li, Y., Chen, M., Di, W., Jin, D., Chen, S.: Vehicular fog computing: a viewpoint of vehicles as the infrastructures. IEEE Trans. Veh. Technol. 65(6), 3860–3873 (2016)CrossRef
75.
Zurück zum Zitat Lu, T., Chang, S., Li, W.: Fog computing enabling geographic routing for urban area vehicular network. Peer-to-Peer Netw. Appl. 11(4), 749–755 (2018)CrossRef Lu, T., Chang, S., Li, W.: Fog computing enabling geographic routing for urban area vehicular network. Peer-to-Peer Netw. Appl. 11(4), 749–755 (2018)CrossRef
76.
Zurück zum Zitat Wu, C., Yoshinaga, T., Ji, Y., Zhang, Y.: Computational intelligence inspired data delivery for vehicle-to-roadside communications. IEEE Trans. Veh. Technol. 67(12), 12038–12048 (2018)CrossRef Wu, C., Yoshinaga, T., Ji, Y., Zhang, Y.: Computational intelligence inspired data delivery for vehicle-to-roadside communications. IEEE Trans. Veh. Technol. 67(12), 12038–12048 (2018)CrossRef
77.
Zurück zum Zitat Sun, G., Zhang, Y., Yu, H., Du, X., Guizani, M.: Intersection fog-based distributed routing for V2V communication in urban vehicular ad hoc networks. IEEE Trans. Intell. Transp. Syst. 1–14 (2019) Sun, G., Zhang, Y., Yu, H., Du, X., Guizani, M.: Intersection fog-based distributed routing for V2V communication in urban vehicular ad hoc networks. IEEE Trans. Intell. Transp. Syst. 1–14 (2019)
78.
Zurück zum Zitat Tang, Y., Cheng, N., Wu, W., Wang, M., Dai, Y., Shen, X.: Delay-minimization routing for heterogeneous VANETs with machine learning based mobility prediction. IEEE Trans. Veh. Technol. 68(4), 3967–3979 (2019)CrossRef Tang, Y., Cheng, N., Wu, W., Wang, M., Dai, Y., Shen, X.: Delay-minimization routing for heterogeneous VANETs with machine learning based mobility prediction. IEEE Trans. Veh. Technol. 68(4), 3967–3979 (2019)CrossRef
79.
Zurück zum Zitat Oubbati, O.S., Chaib, N., Lakas, A. and Bitam, S.: On-demand routing for urban VANETs using cooperating UAVs. In: 2018 International Conference on Smart Communications in Network Technologies (SaCoNeT), pp. 108–113, October 2018 Oubbati, O.S., Chaib, N., Lakas, A. and Bitam, S.: On-demand routing for urban VANETs using cooperating UAVs. In: 2018 International Conference on Smart Communications in Network Technologies (SaCoNeT), pp. 108–113, October 2018
Metadaten
Titel
VANETs Routing Protocols Survey: Classifications, Optimization Methods and New Trends
verfasst von
Chahrazed Ksouri
Imen Jemili
Mohamed Mosbah
Abdelfettah Belghith
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-40131-3_1