Skip to main content

GER-EN – GNSS Error Reduction Using an Elastic Network Based on V2V and LiDAR

  • Conference paper
  • First Online:
Cyberspace Safety and Security (CSS 2018)

Part of the book series: Lecture Notes in Computer Science ((LNSC,volume 11161))

Included in the following conference series:

Abstract

Vehicle2Vehicle is an emerging and promising research area, with several applications in IoT and in self-driving vehicles. It allows vehicle to establish ad-hoc connections for information sharing and improve users security while driving. V2V systems are strongly dependent on localization accuracy. In a common outdoor scenario, it is possible to use satellite-based navigation systems in order to determine user position in space, but the accuracy may vary due to interferences and when the sky visibility is sub-optimal.

In this paper we present GER-EN – GNSS Error Reduction using an Elastic Network based on V2V and LiDAR, a novel methodology for reducing satellite-based systems error using a combination of V2V, LiDAR-based distances and an elastic graph generated by the vehicles in the area.

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 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight 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. Altintas, O., Dressler, F., Hagenauer, F., Matsumoto, M., Sepulcre, M., Sommery, C.: Making cars a main ICT resource in smart cities. In: 2015 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp. 582–587. IEEE (2015)

    Google Scholar 

  2. Aminof, B., Murano, A., Rubin, S., Zuleger, F.: Verification of asynchronous mobile-robots in partially-known environments. In: Chen, Q., Torroni, P., Villata, S., Hsu, J., Omicini, A. (eds.) PRIMA 2015. LNCS (LNAI), vol. 9387, pp. 185–200. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-25524-8_12

    Chapter  Google Scholar 

  3. Balzano, W., Barbieri, V., Riccardi, G.: Car2Car framework based on DDGP3. In: The 23rd International DMS Conference on Visual Languages and Sentient Systems (2017)

    Google Scholar 

  4. Balzano, W., Del Sorbo, M.R., Murano, A., Stranieri, S.: A logic-based clustering approach for cooperative traffic control systems. Advances on P2P, Parallel, Grid, Cloud and Internet Computing. LNDECT, vol. 1, pp. 737–746. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-49109-7_71

    Chapter  Google Scholar 

  5. Balzano, W., Formisano, M., Gaudino, L.: WiFiNS: a smart method to improve positioning systems combining WiFi and INS techniques. In: De Pietro, G., Gallo, L., Howlett, R.J., Jain, L.C. (eds.) KES-IIMSS 2017. SIST, vol. 76, pp. 220–231. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-59480-4_23

    Chapter  Google Scholar 

  6. Balzano, W., Murano, A., Stranieri, S.: Logic-based clustering approach for management and improvement of VANETs. J. High Speed Netw. 23(3), 225–236 (2017)

    Article  Google Scholar 

  7. Balzano, W., Murano, A., Vitale, F.: Hypaco-a new model for hybrid paths compression of geodetic tracks. In: CCPS-2016: The International Conference on Data Compression, Communication, Processing and Security (2016)

    Google Scholar 

  8. Balzano, W., Murano, A., Vitale, F.: V2V-EN-Vehicle-2-Vehicle elastic network. Proc. Comput. Sci. 98, 497–502 (2016)

    Article  Google Scholar 

  9. Balzano, W., Murano, A., Vitale, F.: WiFACT-wireless fingerprinting automated continuous training. In: 2016 30th International Conference on Advanced Information Networking and Applications Workshops (WAINA), pp. 75–80. IEEE (2016)

    Google Scholar 

  10. Balzano, W., Murano, A., Vitale, F.: EENET: energy efficient detection of NETwork changes using a wireless sensor network. In: Barolli, L., Terzo, O. (eds.) CISIS 2017. AISC, vol. 611, pp. 1009–1018. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-61566-0_95

    Chapter  Google Scholar 

  11. Balzano, W., Murano, A., Vitale, F.: Snot-WiFi: Sensor network-optimized training for wireless fingerprinting. J. High Speed Netw. 24(1), 79–87 (2018)

    Article  Google Scholar 

  12. Balzano, W., Stranieri, S.: LoDGP: a framework for support traffic information systems based on logic paradigm. In: Xhafa, F., Caballé, S., Barolli, L. (eds.) 3PGCIC 2017. LNDECT, vol. 13, pp. 700–708. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-69835-9_66

    Chapter  Google Scholar 

  13. Balzano, W., Vitale, F.: DGP application for support traffic information systems in indoor and outdoor environments. In: Xhafa, F., Caballé, S., Barolli, L. (eds.) 3PGCIC 2017. LNDECT, vol. 13, pp. 692–699. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-69835-9_65

    Chapter  Google Scholar 

  14. Balzano, W., Vitale, F.: DiG-park: a smart parking availability searching method using V2V/V2I and DGP-class problem. In: 2017 31st International Conference on Advanced Information Networking and Applications Workshops (WAINA), pp. 698–703. IEEE (2017)

    Google Scholar 

  15. Balzano, W., Vitale, F.: PAM-SAD: ubiquitous car parking availability model based on V2V and smartphone activity detection. In: De Pietro, G., Gallo, L., Howlett, R.J., Jain, L.C. (eds.) KES-IIMSS 2017. SIST, vol. 76, pp. 232–240. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-59480-4_24

    Chapter  Google Scholar 

  16. Dhondge, K., Song, S., Choi, B.Y., Park, H.: WiFiHonk: smartphone-based beacon stuffed WiFi Car2X-communication system for vulnerable road user safety. In: 2014 IEEE 79th Vehicular Technology Conference (VTC Spring), pp. 1–5. IEEE (2014)

    Google Scholar 

  17. Ficco, M., Palmieri, F., Castiglione, A.: Hybrid indoor and outdoor location services for new generation mobile terminals. Pers. Ubiquit. Comput. 18(2), 271–285 (2014)

    Article  Google Scholar 

  18. Mahlisch, M., Schweiger, R., Ritter, W., Dietmayer, K.: Sensorfusion using spatio-temporal aligned video and lidar for improved vehicle detection. In: 2006 IEEE Intelligent Vehicles Symposium, pp. 424–429. IEEE (2006)

    Google Scholar 

  19. Murano, A., Perelli, G., Rubin, S.: Multi-agent path planning in known dynamic environments. In: Chen, Q., Torroni, P., Villata, S., Hsu, J., Omicini, A. (eds.) PRIMA 2015. LNCS (LNAI), vol. 9387, pp. 218–231. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-25524-8_14

    Chapter  Google Scholar 

  20. Palmieri, F., Ficco, M., Pardi, S., Castiglione, A.: A cloud-based architecture for emergency management and first responders localization in smart city environments. Comput. Electr. Eng. 56, 810–830 (2016)

    Article  Google Scholar 

  21. Petrovskaya, A., Thrun, S.: Model based vehicle detection and tracking for autonomous urban driving. Auton. Robots 26(2–3), 123–139 (2009)

    Article  Google Scholar 

  22. Premebida, C., Monteiro, G., Nunes, U., Peixoto, P.: A lidar and vision-based approach for pedestrian and vehicle detection and tracking. In: IEEE Intelligent Transportation Systems Conference, ITSC 2007, pp. 1044–1049. IEEE (2007)

    Google Scholar 

  23. Wu, Z., Wu, Q., Cheng, H., Pan, G., Zhao, M., Sun, J.: ScudWare: a semantic and adaptive middleware platform for smart vehicle space. IEEE Trans. Intell. Transp. Syst. 8(1), 121–132 (2007)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Walter Balzano .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Balzano, W., Vitale, F. (2018). GER-EN – GNSS Error Reduction Using an Elastic Network Based on V2V and LiDAR. In: Castiglione, A., Pop, F., Ficco, M., Palmieri, F. (eds) Cyberspace Safety and Security. CSS 2018. Lecture Notes in Computer Science(), vol 11161. Springer, Cham. https://doi.org/10.1007/978-3-030-01689-0_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-01689-0_10

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-01688-3

  • Online ISBN: 978-3-030-01689-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics