Towards Heterogeneous Architectures of Hybrid Vehicular Sensor Networks for Smart Cities

  • Soumia Bellaouar
  • Mohamed Guerroumi
  • Abdelouahid Derhab
  • Samira Moussaoui
Chapter
Part of the Computer Communications and Networks book series (CCN)

Abstract

Smart cities are increasingly playing a fundamental role in managing the city’s asset. Smart transportation is an important building block of a smart city as it can efficiently resolve many issues related to the traffic on the road. Vehicular ad hoc networks (VANETs) in smart cities may ensure wide inter-vehicle communication and disseminate data and safety-related information. VANETs have their specific characteristics such as long lifetime battery energy, high mobility, and large storage capabilities. In certain circumstances, VANETs may not ensure timely detection of road events and connectivity between vehicles due to their low density, high mobility, or low deployment of roadside unit (RSU) infrastructure. Wireless sensor networks (WSNs) are equipped with low processing and low storage capabilities but they ensure high detection of events. To overcome VANETs limitations, and as VANET and WSN have complementary characteristics, the combination of VANET and wireless sensor network (WSN) technologies into one hybrid architecture enables to identify new aspects and fields of intelligent transportation systems and may offer new services for the smart cities. In this kind of hybrid network, sensor nodes have small size and can be deployed densely inside the road to monitor traffic, roads status, and weather conditions. This chapter describes the hybrid vehicular sensor networks and discusses their deployed applications, communication paradigms, challenges, and existing architectural solutions. Moreover, a heterogeneous VANET-WSN architecture is proposed and open issues and future directions are discussed to help stimulating future studies in this emerging research field.

Keywords

Hybrid vehicular sensor network VANET Wireless sensor network WSN Cloud computing IoT Smart city 

References

  1. 1.
    Khekare GS, Sakhare AV (2013) A smart city framework for intelligent traffic system using VANET. Paper presented at the international multi-conference on automation, computing, communication, control and compressed sensing (iMac4s)Google Scholar
  2. 2.
    Prabhu B, Antony AJ, Balakumar N (2017) A research on smart transportation using sensors and embedded systems. Int J Innovative Res Comput Sci Technol, 5(1). ISSN: 2347-5552Google Scholar
  3. 3.
    Talari S, Shafie-khah M, Siano P, Loia V, Tommasetti A, Catalão JP (2017) A review of smart cities based on the internet of things concept. Energies 10(4):421CrossRefGoogle Scholar
  4. 4.
    Germany Telefónica IoT Team (2013) 10 features that the city of the (near) future will have. https://iot.telefonica.com/blog/features-smart-city-future. Accessed 24 Oct 2017
  5. 5.
    Umer T, Rehmani MH, Ding ZG, Kim B-S, Khan SU (2017) IEEE access specialtion editorial: resource management in vehicular adhoc networks: energy management, communication protocol and future applications. IEEE Access 5:7839–7842CrossRefGoogle Scholar
  6. 6.
    Schlingensiepen J, Nemtanu F, Mehmood R, McCluskey L (2016) Autonomic transport management systems—enabler for smart cities, personalized medicine, participation and industry grid/industry 4.0. In: Intelligent transportation systems–problems and perspectives. Springer, pp 3–35Google Scholar
  7. 7.
    Gerla M (2012) Vehicular cloud computing. Paper presented at the 11th annual Mediterranean ad hoc networking workshop (Med-Hoc-Net)Google Scholar
  8. 8.
    Delmastro F, Arnaboldi V, Conti M (2016) People-centric computing and communications in smart cities. IEEE Commun Mag 54(7):122–128CrossRefGoogle Scholar
  9. 9.
    Anaya JJ, Merdrignac P, Shagdar O, Nashashibi F, Naranjo JE (2014) Vehicle to pedestrian communications for protection of vulnerable road users. Paper presented at the intelligent vehicles symposium proceedings, 2014 IEEEGoogle Scholar
  10. 10.
    Lin C-C, Deng D-J (2015) Optimal two-lane placement for hybrid VANET-sensor networks. IEEE Trans Ind Electron 62(12):7883–7891CrossRefGoogle Scholar
  11. 11.
    Korichi A, Lakas A, Fekair MEA (2016) An efficient QoS-compliant routing scheme for VANET. Paper presented at the 5th international conference on electronic devices, systems and applications (ICEDSA) 2016Google Scholar
  12. 12.
    Ur Rehman S, Khan MA, Zia TA, Zheng L (2013) Vehicular Ad-Hoc networks (VANETs)-an overview and challenges. J Wirel Netw Commun 3(3):29–38Google Scholar
  13. 13.
    Spain Libelium Ecosystem (2013) Smart roads—wireless sensor networks for smart infrastructures: a billion dollar business opportunity. http://www.libelium.com/smart_roads_wsn_smart_infrastructures/. Accessed 23 Oct 2017
  14. 14.
    Menouar H, Guvenc I, Akkaya K, Uluagac AS, Kadri A, Tuncer A (2017) UAV-enabled intelligent transportation systems for the smart city: applications and challenges. IEEE Commun Mag 55(3):22–28CrossRefGoogle Scholar
  15. 15.
    Pan G, Qi G, Zhang W, Li S, Wu Z, Yang LT (2013) Trace analysis and mining for smart cities: issues, methods, and applications. IEEE Commun Mag 51(6):120–126CrossRefGoogle Scholar
  16. 16.
    Eckhoff D, Zehe D, Ivanchev J, Knoll A (2017) Smart city-to-vehicle—measuring, prediction influencing. ATZelektronik worldw 12(2):60–63CrossRefGoogle Scholar
  17. 17.
    Mohanty SP, Choppali U, Kougianos E (2016) Everything you wanted to know about smart cities: the internet of things is the backbone. IEEE Consum Electron Mag 5(3):60–70CrossRefGoogle Scholar
  18. 18.
    Djahel S, Doolan R, Muntean G-M, Murphy J (2015) A communications-oriented perspective on traffic management systems for smart cities: challenges and innovative approaches. IEEE Commun Surv Tutor 17(1):125–151CrossRefGoogle Scholar
  19. 19.
    Al-Sultan S, Al-Doori MM, Al-Bayatti AH, Zedan H (2014) A comprehensive survey on vehicular ad hoc network. J Netw Comput Appl 37:380–392CrossRefGoogle Scholar
  20. 20.
    Mbodila M, Ekabua O (2013) Novel model for vehicle’s traffic monitoring using wireless sensor networks between major cities in South Africa. Paper presented at the proceedings of the international conference on wireless networks (ICWN)Google Scholar
  21. 21.
    Sanguesa JA, Fogue M, Garrido P, Martinez FJ, Cano J-C, Calafate CT (2016) A survey and comparative study of broadcast warning message dissemination schemes for VANETs. Mob Inf Syst 2016:1–18Google Scholar
  22. 22.
    Mbodila M, Obeten E, Bassey I (2015) Implementation of novel vehicles’ traffic monitoring using wireless sensor network in South Africa. Paper presented at the IEEE international conference on communication software and networks (ICCSN)Google Scholar
  23. 23.
    Qin H, Li Z, Wang Y, Lu X, Zhang W, Wang G (2010) An integrated network of roadside sensors and vehicles for driving safety: concept, design and experiments. Paper presented at the IEEE international conference on pervasive computing and communications (PerCom)Google Scholar
  24. 24.
    Xia R, Ye C, Zhang D (2010) Vehicle to vehicle and roadside sensor communication for intelligent navigation. Paper presented at the 6th international conference on wireless communications networking and mobile computing (WiCOM)Google Scholar
  25. 25.
    Tripp Barba C, Ornelas Aguirre K, Aguilar Igartua M (2010) Performance evaluation of a hybrid sensor and vehicular network to improve road safety. Paper presented at the proceedings of the 7th ACM workshop on performance evaluation of wireless ad hoc, sensor, and ubiquitous networksGoogle Scholar
  26. 26.
    Jamil MS, Jamil MA, Mazhar A, Ikram A, Ahmed A, Munawar U (2015) Smart environment monitoring system by employing wireless sensor networks on vehicles for pollution free smart cities. Proc Eng 107:480–484CrossRefGoogle Scholar
  27. 27.
    Losilla F, Garcia-Sanchez A-J, Garcia-Sanchez F, Garcia-Haro J, Haas ZJ (2011) A comprehensive approach to WSN-based ITS applications: a survey. Sensors 11(11):10220–10265CrossRefGoogle Scholar
  28. 28.
    Hussain R, Son J, Eun H, Kim S, Oh H (2012) Rethinking vehicular communications: merging VANET with cloud computing. Paper presented at the IEEE 4th international conference on cloud computing technology and science (CloudCom)Google Scholar
  29. 29.
    Bitam S, Mellouk A, Zeadally S (2015) VANET-cloud: a generic cloud computing model for vehicular ad hoc networks. IEEE Wirel Commun 22(1):96–102CrossRefGoogle Scholar
  30. 30.
    Kumar NA, Raj EGDP (2015) VCS-RSCBAODV: vehicular cloud storage concepts for RSCBAODV protocol to reduce connection breakage in VANET. Adv Comput Sci Int J 4(3):147–153MathSciNetGoogle Scholar
  31. 31.
    Ji Z, Ganchev I, O’Droma M, Zhao L, Zhang X (2014) A cloud-based car parking middleware for IoT-based smart cities: design and implementation. Sensors 14(12):22372–22393CrossRefGoogle Scholar
  32. 32.
    Bitam S, Mellouk A (2015) Cloud computing-based message dissemination protocol for vehicular ad hoc networks. Paper presented at the international conference on wired/wireless internet communicationGoogle Scholar
  33. 33.
    Nitti M, Girau R, Floris A, Atzori L (2014) On adding the social dimension to the internet of vehicles: friendship and middleware. Paper presented at the IEEE international Black Sea conference on communications and networking (BlackSeaCom)Google Scholar
  34. 34.
    Hull B, Bychkovsky V, Zhang Y, Chen K, Goraczko M, Miu A et al (2006) CarTel: a distributed mobile sensor computing system. Paper presented at the proceedings of the 4th international conference on embedded networked sensor systemsGoogle Scholar
  35. 35.
    Ameixieira C, Cardote A, Neves F, Meireles R, Sargento S, Coelho L, Costa R (2014) Harbornet: a real-world testbed for vehicular networks. IEEE Commun Mag 52(9):108–114CrossRefGoogle Scholar
  36. 36.
    Lu D, Li Z, Huang D, Lu X, Deng Y, Chowdhary A, Li B (2016) VC-bots: a vehicular cloud computing testbed with mobile robots. Paper presented at the proceedings of the first international workshop on internet of vehicles and vehicles of internetGoogle Scholar
  37. 37.
    Khatoun R, Zeadally S (2016) Smart cities: concepts, architectures, research opportunities. Commun ACM 59(8):46–57CrossRefGoogle Scholar

Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  • Soumia Bellaouar
    • 1
  • Mohamed Guerroumi
    • 1
  • Abdelouahid Derhab
    • 2
  • Samira Moussaoui
    • 1
  1. 1.Vehicular Networks for Intelligent Transport Systems (VNets) Group, Electronic and Computing DepartmentUSTHB UniversityAlgiersAlgeria
  2. 2.Center of Excellence in Information Assurance (CoEIA), King Saud UniversityRiyadhSaudi Arabia

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