Skip to main content
Erschienen in: International Journal of Intelligent Transportation Systems Research 1/2022

11.01.2022

Factors Influencing the Accuracy of Directional Traffic Volume Estimation at Signalized Interaction Using Bluetooth MAC Address

verfasst von: Hiroaki Nishiuchi, Shingo Nakano

Erschienen in: International Journal of Intelligent Transportation Systems Research | Ausgabe 1/2022

Einloggen

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

search-config
loading …

Abstract

This paper analyzes factors influencing directional traffic volume estimation at signalized intersection using MAC address data. The impact of traffic volume level and intersection shape for directional traffic volume estimation accuracy is discussed based on actual data. Then, field surveys to collect Bluetooth MAC address data have been conducted with Video survey data for comparing with estimation results. Through directional traffic volume estimation by MAC address data, we found that not only the effect of traffic volume level and shape of the intersection, but also both traffic congestion and the amounts of heavy vehicles may influence those estimations.

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!

ATZelectronics worldwide

ATZlectronics worldwide is up-to-speed on new trends and developments in automotive electronics on a scientific level with a high depth of information. 

Order your 30-days-trial for free and without any commitment.

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!

Weitere Produktempfehlungen anzeigen
Literatur
1.
Zurück zum Zitat Gheorghiu, R.A., Iordache, Y., Cormos, A.C.: Analysis of the Possibility to Detect Road Vehicles via Bluetooth Technology. Sensors. 21, 7281 (2021)CrossRef Gheorghiu, R.A., Iordache, Y., Cormos, A.C.: Analysis of the Possibility to Detect Road Vehicles via Bluetooth Technology. Sensors. 21, 7281 (2021)CrossRef
4.
Zurück zum Zitat Friesen, M.R., MeLeod, R.: D, “Bluetooth in intelligent transportation systems: a survey”. Int. J. Intell. Transp. Syst. Res. 13, 143–153 (2015) Friesen, M.R., MeLeod, R.: D, “Bluetooth in intelligent transportation systems: a survey”. Int. J. Intell. Transp. Syst. Res. 13, 143–153 (2015)
5.
Zurück zum Zitat Wasson, J.S., Sturdevant, J.R., Bullock, D.: M, “Realtime taravel time estimates using media access control address matching”. ITE Journal. 78, 20–23 (2008) Wasson, J.S., Sturdevant, J.R., Bullock, D.: M, “Realtime taravel time estimates using media access control address matching”. ITE Journal. 78, 20–23 (2008)
6.
Zurück zum Zitat Bhaskar, A., Chung, E.: Fundamental understanding on the use of Bluetooth scanner as a complementary transport data. Transportation Research PartC. 37, 42–72 (2013)CrossRef Bhaskar, A., Chung, E.: Fundamental understanding on the use of Bluetooth scanner as a complementary transport data. Transportation Research PartC. 37, 42–72 (2013)CrossRef
7.
Zurück zum Zitat Kitazawa, T., Shiomi, Y., Tanabe, J., Suga, Y., Hagiwara, T.: Fundamental analysis of travel time monitoring using Bluetooth. Journal of Japan Society of Civil Engineers D3. 70(5), I_501–I_508 (2014) (in Japanese) Kitazawa, T., Shiomi, Y., Tanabe, J., Suga, Y., Hagiwara, T.: Fundamental analysis of travel time monitoring using Bluetooth. Journal of Japan Society of Civil Engineers D3. 70(5), I_501–I_508 (2014) (in Japanese)
8.
Zurück zum Zitat Bgaskar. A, Kieu, L. M, Ou, M, Nantes, a, Miska, M, and Chung, E, “is bus overrepresented in Bluetooth MAC scanner data? Is MAC-ID really unique?”, Int. J. Intell. Transp. Syst. Res., Vol. 13, pp. 119–130, 2015 Bgaskar. A, Kieu, L. M, Ou, M, Nantes, a, Miska, M, and Chung, E, “is bus overrepresented in Bluetooth MAC scanner data? Is MAC-ID really unique?”, Int. J. Intell. Transp. Syst. Res., Vol. 13, pp. 119–130, 2015
9.
Zurück zum Zitat Aoyagi, T, Ishizaka, T, and Ando, M, “Verification of Method of Traffic State Estimation using Bluetooth MAC Address -case study on using actual data and Micro Simulation-“, Proceedings of 72nd Annual Meeting of Japan Society of Civil Engineers, Vol.72, CD-ROM, (in Japanese) (2017) Aoyagi, T, Ishizaka, T, and Ando, M, “Verification of Method of Traffic State Estimation using Bluetooth MAC Address -case study on using actual data and Micro Simulation-“, Proceedings of 72nd Annual Meeting of Japan Society of Civil Engineers, Vol.72, CD-ROM, (in Japanese) (2017)
10.
Zurück zum Zitat Nantes, A, Ngoduy, D, Miska, M, and Chung, E, “Traffic state estimation from partial Bluetooth and volume observations : case study in the Brisbane metropolitan area”, Proceeding of 18th International Conference of Hong Kong Society for Transportation Studies, (2013). https://eprints.qut.edu.au/66800/ Nantes, A, Ngoduy, D, Miska, M, and Chung, E, “Traffic state estimation from partial Bluetooth and volume observations : case study in the Brisbane metropolitan area”, Proceeding of 18th International Conference of Hong Kong Society for Transportation Studies, (2013). https://​eprints.​qut.​edu.​au/​66800/​
12.
Zurück zum Zitat Crawford, F, Watling, DP, and Connors, RD, “Analysing spatial intrapersonal variability of road users using point-to-point sensor data”, Networks and Spatial Economics, online, (2021) Crawford, F, Watling, DP, and Connors, RD, “Analysing spatial intrapersonal variability of road users using point-to-point sensor data”, Networks and Spatial Economics, online, (2021)
14.
Zurück zum Zitat Yoshii, T, Nishiuchi, H, Shiomi, Y, Odaka, S, and Kurauchi S, “OD Estimation Method by Observing Media Control Access by using Bluetooth Scanners”, Proceedings of 52nd Conference of Infrastructure Planning, Vol.52, CD-ROM, (in Japanese), (2015) Yoshii, T, Nishiuchi, H, Shiomi, Y, Odaka, S, and Kurauchi S, “OD Estimation Method by Observing Media Control Access by using Bluetooth Scanners”, Proceedings of 52nd Conference of Infrastructure Planning, Vol.52, CD-ROM, (in Japanese), (2015)
16.
Zurück zum Zitat Tsubota, T., Yoshii, T., Fujii, H., Kawano, Y.: “Modelling the detection probability of the MAC address from a moving Bluetooth device considering characteristics and positions of the scanner”, JSTE journal of traffic. Engineering. 3(2), A_37–A_43 (2017) (in Japanese) Tsubota, T., Yoshii, T., Fujii, H., Kawano, Y.: “Modelling the detection probability of the MAC address from a moving Bluetooth device considering characteristics and positions of the scanner”, JSTE journal of traffic. Engineering. 3(2), A_37–A_43 (2017) (in Japanese)
17.
Zurück zum Zitat Nishiuchi, H., Shiomi, Y., Kurauchi, S., Yoshii, T., Suga, Y.: Analysis of directivity of MAC address detection for collecting Mobile data. Journal of Japan Society of Civil Engineers F3. 71(2), I_40–I_46 (2015) (in Japanese) Nishiuchi, H., Shiomi, Y., Kurauchi, S., Yoshii, T., Suga, Y.: Analysis of directivity of MAC address detection for collecting Mobile data. Journal of Japan Society of Civil Engineers F3. 71(2), I_40–I_46 (2015) (in Japanese)
19.
Zurück zum Zitat Tsubota, T., Yoshii, T.: An analysis of the detection probability of MAC address from a moving Bluetooth device. Transportation Research Procedia. 21, 251–256 (2017)CrossRef Tsubota, T., Yoshii, T.: An analysis of the detection probability of MAC address from a moving Bluetooth device. Transportation Research Procedia. 21, 251–256 (2017)CrossRef
20.
Zurück zum Zitat Blogg, M., Semler, C, Hingorani, M, and Troutbeck, R Travel time and origin-destination data collection using Bluetooth MAC address readers, Australasian Transport Research Forum 2010 Proceedings, (2010) Blogg, M., Semler, C, Hingorani, M, and Troutbeck, R Travel time and origin-destination data collection using Bluetooth MAC address readers, Australasian Transport Research Forum 2010 Proceedings, (2010)
Metadaten
Titel
Factors Influencing the Accuracy of Directional Traffic Volume Estimation at Signalized Interaction Using Bluetooth MAC Address
verfasst von
Hiroaki Nishiuchi
Shingo Nakano
Publikationsdatum
11.01.2022
Verlag
Springer US
Erschienen in
International Journal of Intelligent Transportation Systems Research / Ausgabe 1/2022
Print ISSN: 1348-8503
Elektronische ISSN: 1868-8659
DOI
https://doi.org/10.1007/s13177-021-00290-1

Weitere Artikel der Ausgabe 1/2022

International Journal of Intelligent Transportation Systems Research 1/2022 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.