Skip to main content
Erschienen in: Wireless Networks 6/2017

04.04.2016

Inter-vehicle communication of warning information: an experimental study

verfasst von: Abdelhamid Mammeri, Azzedine Boukerche

Erschienen in: Wireless Networks | Ausgabe 6/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this paper, we show experimentally the feasibility of intervehicle communication of warning information. Warning messages convey significant information that might improve the safety of drivers and passengers. Intervehicle communication can be achieved by the detection of important events through a vision-based detection module, and sharing them between vehicles using a transmission module. In this paper, we developed a testbed that considers both modules in order to detect, recognize and share relevant information, such as traffic signs. To the best of our knowledge, our architecture is the first that combines detection and transmission of messages in the same platform. We detect traffic signs as blobs using the Maximally Stable Extremal Regions (MSER) algorithm, and we recognize them using Random forest classifiers. In the transmission module, we used a simplied broadcasting mechanism that avoids the use of handshaking to establish a communication. In order to assess our system, a set of indoor and outdoor experiments are considered.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
2.
Zurück zum Zitat Blum, J., Eskandarin, A., & Hoffman, L. (2004). Challenges of intervehicle ad-hoc networks. IEEE Transactions on Intelligent Transportation Systems, 5, 347–351.CrossRef Blum, J., Eskandarin, A., & Hoffman, L. (2004). Challenges of intervehicle ad-hoc networks. IEEE Transactions on Intelligent Transportation Systems, 5, 347–351.CrossRef
3.
Zurück zum Zitat Chen, R., Jin, W., & Regan, A. (2010). Broadcasting in vehicular networks: Issues and approaches. IEEE Network magazine, 24(1), 20–25.CrossRef Chen, R., Jin, W., & Regan, A. (2010). Broadcasting in vehicular networks: Issues and approaches. IEEE Network magazine, 24(1), 20–25.CrossRef
4.
Zurück zum Zitat Dalal, N., & Triggs, B. (2005). Histograms of oriented gradients for human detection. CVPR (1), 886–893. Dalal, N., & Triggs, B. (2005). Histograms of oriented gradients for human detection. CVPR (1), 886–893.
5.
Zurück zum Zitat de Souza, A. M., Boukerche, A., Maia, G., Meneguette, R. I., Loureiro, A. A., & Antonio A. F. (2014). Leandro Aparecido Villas: Decreasing greenhouse emissions through an intelligent traffic information system based on inter-vehicle communication. MOBIWAC, pp. 91–98. de Souza, A. M., Boukerche, A., Maia, G., Meneguette, R. I., Loureiro, A. A., & Antonio A. F. (2014). Leandro Aparecido Villas: Decreasing greenhouse emissions through an intelligent traffic information system based on inter-vehicle communication. MOBIWAC, pp. 91–98.
6.
Zurück zum Zitat ElBatt, T., et al. (2006). Cooperative collision warning using dedicated short range wireless communications. In 3rd international workshop on vehicular ad hoc networks (VANET06) (pp. 1–9). Los Angeles, CA. ElBatt, T., et al. (2006). Cooperative collision warning using dedicated short range wireless communications. In 3rd international workshop on vehicular ad hoc networks (VANET06) (pp. 1–9). Los Angeles, CA.
7.
Zurück zum Zitat Fasolo, E., Zanella, A., & Zorzi, M. (2006). An effective broadcast scheme for alert message propagation in vehicular ad hoc networks. In: Proceedings of the IEEE international conference on communications ICC’06 (Vol. 9, pp. 3960–3965). Fasolo, E., Zanella, A., & Zorzi, M. (2006). An effective broadcast scheme for alert message propagation in vehicular ad hoc networks. In: Proceedings of the IEEE international conference on communications ICC’06 (Vol. 9, pp. 3960–3965).
8.
Zurück zum Zitat Feng, J. (2014). Traffic sign detection and recognition system for intelligent vehicles. Master thesis, University of Ottawa, School of Electrical Engineering and Computer Science. Feng, J. (2014). Traffic sign detection and recognition system for intelligent vehicles. Master thesis, University of Ottawa, School of Electrical Engineering and Computer Science.
9.
Zurück zum Zitat Houben, S., Stallkamp, J., Salmen, J., Schlipsing, M., & Igel, C. (2013). Detection of traffic signs in real-world images: The German Traffic Sign Detection Benchmark. In: International joint conference on neural networks, no. 1288. Houben, S., Stallkamp, J., Salmen, J., Schlipsing, M., & Igel, C. (2013). Detection of traffic signs in real-world images: The German Traffic Sign Detection Benchmark. In: International joint conference on neural networks, no. 1288.
10.
Zurück zum Zitat Laberteaux, K., & Hartenstein, H. (2008). A tutorial survey on vehicular ad hoc networks. IEEE Communications Magazine, 46(6), 164–171.CrossRef Laberteaux, K., & Hartenstein, H. (2008). A tutorial survey on vehicular ad hoc networks. IEEE Communications Magazine, 46(6), 164–171.CrossRef
11.
Zurück zum Zitat Mammeri, A., Boukerche, A., Wang, R., & Feng, J. (2013). Traffic sign detection, recognition and transmission system for smart vehicles. In The proceedings of the IEEE global communications conference (pp. 4798–4803). Atlanta, USA. Mammeri, A., Boukerche, A., Wang, R., & Feng, J. (2013). Traffic sign detection, recognition and transmission system for smart vehicles. In The proceedings of the IEEE global communications conference (pp. 4798–4803). Atlanta, USA.
12.
Zurück zum Zitat Mammeri, A. , El-Hebri, K., & Boukerche, A. (2014). Road-sign text recognition using HOG and tesseract. In The proceedings of the IEEE vehicular technology conference (pp. 1–5). Vancouver, Canada. Mammeri, A. , El-Hebri, K., & Boukerche, A. (2014). Road-sign text recognition using HOG and tesseract. In The proceedings of the IEEE vehicular technology conference (pp. 1–5). Vancouver, Canada.
13.
Zurück zum Zitat Matas, J., Chum, O., Urban, M., & Pajdla, T. (2002). Robust wide-baseline stereo from maximally stable extremal regions. In British machine vision conference (pp. 384–393). Matas, J., Chum, O., Urban, M., & Pajdla, T. (2002). Robust wide-baseline stereo from maximally stable extremal regions. In British machine vision conference (pp. 384–393).
14.
Zurück zum Zitat Rezende, C. G., Pazzi, R. W., Boukerche, A., & Nikoletseas, S. E. (2011). The effect of redundancy on video broadcasting in vehicular networks. ICC 1–5. Rezende, C. G., Pazzi, R. W., Boukerche, A., & Nikoletseas, S. E. (2011). The effect of redundancy on video broadcasting in vehicular networks. ICC 1–5.
15.
Zurück zum Zitat Sichitiu, M. L., & Kihl, M. (2008). Inter-vehicle communication systems: A survey. IEEE Communications Surveys and Tutorials, 10(2), 88–105.CrossRef Sichitiu, M. L., & Kihl, M. (2008). Inter-vehicle communication systems: A survey. IEEE Communications Surveys and Tutorials, 10(2), 88–105.CrossRef
18.
Zurück zum Zitat Tokuda, K., et al. (2000). DOLPHIN for inter-vehicle communications system. In IEEE intelligent vehicles symposium (pp. 504–509). Dearborn, Michigan. Tokuda, K., et al. (2000). DOLPHIN for inter-vehicle communications system. In IEEE intelligent vehicles symposium (pp. 504–509). Dearborn, Michigan.
19.
Zurück zum Zitat Toor, Y., Muhlethaler, P., & Laouiti, A. (2008). Vehicle ad hoc networks: Applications and related technical issues. IEEE Communications Surveys and Tutorials, 10(3), 74–88.CrossRef Toor, Y., Muhlethaler, P., & Laouiti, A. (2008). Vehicle ad hoc networks: Applications and related technical issues. IEEE Communications Surveys and Tutorials, 10(3), 74–88.CrossRef
21.
Zurück zum Zitat Wischhof, L., Ebner, A., & Rohling, H. (2005). Information dissemination in self-organizing intervehicle networks. IEEE Transactions on Intelligent Transportation Systems, 6(1), 90–101.CrossRef Wischhof, L., Ebner, A., & Rohling, H. (2005). Information dissemination in self-organizing intervehicle networks. IEEE Transactions on Intelligent Transportation Systems, 6(1), 90–101.CrossRef
22.
Zurück zum Zitat Zaklouta, F., & Stanciulescu, B. (2012). Real-time traffic-sign recognition using tree classifiers. IEEE Transactions on Intelligent Transportation Systems, 13(4), 1507–1514.CrossRef Zaklouta, F., & Stanciulescu, B. (2012). Real-time traffic-sign recognition using tree classifiers. IEEE Transactions on Intelligent Transportation Systems, 13(4), 1507–1514.CrossRef
Metadaten
Titel
Inter-vehicle communication of warning information: an experimental study
verfasst von
Abdelhamid Mammeri
Azzedine Boukerche
Publikationsdatum
04.04.2016
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 6/2017
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-016-1258-3

Weitere Artikel der Ausgabe 6/2017

Wireless Networks 6/2017 Zur Ausgabe

Neuer Inhalt