Skip to main content

LIMoSim: A Framework for Lightweight Simulation of Vehicular Mobility in Intelligent Transportation Systems

  • Chapter
  • First Online:
Recent Advances in Network Simulation

Abstract

With the convergence of mobility and communication in modern Intelligent Transportation Systems (ITS), researchers and developers require simulation tools that are capable of bringing both worlds together. Unlike existing approaches that couple specialized simulators using Inter-Process Communication (IPC), the proposed Lightweight Information and Communications Technology-centric Mobility Simulation (LIMoSim) uses a shared codebase for mobility and communication algorithms, enabling interactions between both worlds in a native way and offering transparent integration of vehicular mobility for all INET-based extension frameworks. The proposed framework relies on selected, well-known analytical models and requires only a single process for the actual execution of the simulation runs, thus enabling lean setups without synchronization-related overhead. In this chapter, we introduce LIMoSim and its possible applications using different case-studies.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Balmer, M., Rieser, M., Meister, K., Charypar, D., Lefebvre, N., Nagel, K.: MATSim-T: architecture and simulation times. In: Multi-Agent Systems for Traffic and Transportation Engineering, pp. 57–78. IGI Global, Hershey (2009)

    Google Scholar 

  2. Bui, N., Cesana, M., Hosseini, S.A., Liao, Q., Malanchini, I., Widmer, J.: A survey of anticipatory mobile networking: context-based classification, prediction methodologies, and optimization techniques. IEEE Commun. Surv. Tutorials 19(3), 1790–1821 (2017)

    Article  Google Scholar 

  3. Calafate, C.T., Cicenia, K., Alvear, O., Cano, J.C., Manzoni, P.: Estimating rainfall intensity by using vehicles as sensors. In: 2017 Wireless Days, pp. 21–26 (2017). https://doi.org/10.1109/WD.2017.7918109

  4. Djahel, S., Doolan, R., Muntean, G.M., Murphy, J.: A communications-oriented perspective on traffic management systems for smart cities: challenges and innovative approaches. IEEE Commun. Surv. Tutorials 17(1), 125–151 (2015). https://doi.org/10.1109/COMST.2014.2339817

    Article  Google Scholar 

  5. Fellendorf, M., Vortisch, P.: Microscopic traffic flow simulator VISSIM. In: Fundamentals of Traffic Simulation, pp. 63–93. Springer, New York (2010)

    Google Scholar 

  6. Heimann, K., Tiemann, J., Boecker, S., Wietfeld, C.: On the potential of 5G mmWave pencil beam antennas for UAV communications: an experimental evaluation. In: 22nd International ITG Workshop on Smart Antennas (WSA 2018) (2018)

    Google Scholar 

  7. Hoogendoorn, S.P., Bovy, P.H., Daamen, W.: Microscopic pedestrian wayfinding and dynamics modelling. Pedestrian Evacuation Dyn. 123, 154 (2002)

    Google Scholar 

  8. Hu, W., Feng, Z., Chen, Z., Harkes, J., Pillai, P., Satyanarayanan, M.: Live synthesis of vehicle-sourced data over 4G LTE. In: Proceedings of the 20th ACM International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems, MSWiM ’17, pp. 161–170. ACM, New York (2017). https://doi.org/10.1145/3127540.3127543

  9. Krajzewicz, D., Erdmann, J., Behrisch, M., Bieker, L.: Recent development and applications of SUMO - simulation of urban mobility. Int. J. Adv. Syst. Meas. 5(3&4), 128–138 (2012)

    Google Scholar 

  10. Menouar, H., Guvenc, I., Akkaya, K., Uluagac, A.S., Kadri, A., Tuncer, A.: UAV-enabled intelligent transportation systems for the smart city: applications and challenges. IEEE Commun. Mag. 55(3), 22–28 (2017). https://doi.org/10.1109/MCOM.2017.1600238CM

    Article  Google Scholar 

  11. Pourabdollah, M., Bjärkvik, E., Fürer, F., Lindenberg, B., Burgdorf, K.: Calibration and evaluation of car following models using real-world driving data. In: 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), pp. 1–6 (2017). https://doi.org/10.1109/ITSC.2017.8317836

  12. Slabicki, M., Premsankar, G., Francesco, M.D.: Adaptive configuration of LoRa networks for dense IoT deployments. In: IEEE/IFIP Network Operations and Management Symposium (NOMS) (2018)

    Google Scholar 

  13. Sliwa, B., Behnke, D., Ide, C., Wietfeld, C.: B.A.T.Mobile: leveraging mobility control knowledge for efficient routing in mobile robotic networks. In: IEEE GLOBECOM 2016 Workshop on Wireless Networking, Control and Positioning of Unmanned Autonomous Vehicles (Wi-UAV) (2016)

    Google Scholar 

  14. Sliwa, B., Pillmann, J., Eckermann, F., Habel, L., Schreckenberg, M., Wietfeld, C.: Lightweight joint simulation of vehicular mobility and communication with LIMoSim. In: IEEE Vehicular Networking Conference (VNC) (2017)

    Google Scholar 

  15. Sliwa, B., Pillmann, J., Eckermann, F., Wietfeld, C.: LIMoSim: a lightweight and integrated approach for simulating vehicular mobility with OMNeT++. In: 4th OMNeT++ Community Summit (2017). Best Contribution Award

    Google Scholar 

  16. Sliwa, B., Liebig, T., Falkenberg, R., Pillmann, J., Wietfeld, C.: Efficient machine-type communication using multi-metric context-awareness for cars used as mobile sensors in upcoming 5G networks. In: 2018 IEEE 87th IEEE Vehicular Technology Conference (VTC-Spring) (2018). Best Student Paper Award

    Google Scholar 

  17. Sliwa, B., Liebig, T., Falkenberg, R., Pillmann, J., Wietfeld, C.: Machine learning based context-predictive car-to-cloud communication using multi-layer connectivity maps for upcoming 5G networks. In: 2018 IEEE 88th IEEE Vehicular Technology Conference (VTC-Fall), Chicago (2018)

    Google Scholar 

  18. Song, C., Qu, Z., Blumm, N., Barabási, A.L.: Limits of predictability in human mobility. Science 327(5968), 1018–1021 (2010). https://doi.org/10.1126/science.1177170

    Article  MathSciNet  Google Scholar 

  19. Treiber, M., Kesting, A.: Traffic flow dynamics. Traffic Flow Dynamics: Data, Models and Simulation (2013). https://doi.org/10.1007/978-3-642-32460-4

  20. Zanella, A., Bui, N., Castellani, A., Vangelista, L., Zorzi, M.: Internet of things for smart cities. IEEE Internet Things J. 1(1), 22–32 (2014). https://doi.org/10.1109/JIOT.2014.2306328

    Article  Google Scholar 

Download references

Acknowledgements

Part of the work on this chapter has been supported by the German Research Foundation (DFG) within the Collaborative Research Center SFB 876 “Providing Information by Resource-Constrained Analysis,” project B4.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Benjamin Sliwa .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Sliwa, B., Wietfeld, C. (2019). LIMoSim: A Framework for Lightweight Simulation of Vehicular Mobility in Intelligent Transportation Systems. In: Virdis, A., Kirsche, M. (eds) Recent Advances in Network Simulation. EAI/Springer Innovations in Communication and Computing. Springer, Cham. https://doi.org/10.1007/978-3-030-12842-5_11

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-12842-5_11

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-12841-8

  • Online ISBN: 978-3-030-12842-5

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics