Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
DE
EN
Books
Journals
Events
Topic Page
Marketing
Log in
Learn more about individual access
Request company access
Electric Powertrains and Energy Systems 2025 | 26 + 27 March 2025

19th International MTZ Congress on Future Powertrains

Take this opportunity to attend the conference. Experts from the automotive industry, energy providers, and grid operators will meet up with representatives from politics and science to discuss important topics for this sector.
EXTENDED SEARCH
Log in
Top
International Journal of Intelligent Transportation Systems Research
Published in:

11-01-2022

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

Authors: Hiroaki Nishiuchi, Shingo Nakano

Published in: International Journal of Intelligent Transportation Systems Research | Issue 1/2022

Log in

Activate our intelligent search to find suitable subject content or patents.

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.
previous article Control method to improve posture stability of narrow tilting vehicles
next article Multilane Roundabout Capacity: Methodology Formation and Model Formulation

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

inform now

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.

inform now

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!

inform now
Show more products
Literature
1.
Gheorghiu, R.A., Iordache, Y., Cormos, A.C.: Analysis of the Possibility to Detect Road Vehicles via Bluetooth Technology. Sensors. 21, 7281 (2021)CrossRef
2.
3.
4.
Friesen, M.R., MeLeod, R.: D, “Bluetooth in intelligent transportation systems: a survey”. Int. J. Intell. Transp. Syst. Res. 13, 143–153 (2015)
5.
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.
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.
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.
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.
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.
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/​
11.
12.
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)
13.
14.
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)
15.
16.
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.
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)
18.
19.
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.
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)
Metadata
Title
Factors Influencing the Accuracy of Directional Traffic Volume Estimation at Signalized Interaction Using Bluetooth MAC Address
Authors
Hiroaki Nishiuchi
Shingo Nakano
Publication date
11-01-2022
Publisher
Springer US
Published in
International Journal of Intelligent Transportation Systems Research / Issue 1/2022
Print ISSN: 1348-8503
Electronic ISSN: 1868-8659
DOI
https://doi.org/10.1007/s13177-021-00290-1

Other articles of this Issue 1/2022

Trip Purpose Inference Based on the Relationship between Route Search Records and Regional Characteristics

Comparison of Proactive Braking Intervention System Acceptability via Field Operation Tests in Different Regions

  • Open Access

Correction to: Comparison of Proactive Braking Intervention System Acceptability via Field Operation Tests in Different Regions

  • Correction

Frequency Modelling and Risk Evaluation of Road Crashes in Sylhet Region of Bangladesh

A comparative study on travel mode share, emission, and safety in five Vietnamese Cities

Traffic Signal Control Parameter Calculation Using Probe Data

  • Open Access

Premium Partners

    Image Credits