Academic Journal
Estimating pedestrian traffic with Bluetooth sensor technology
| العنوان: | Estimating pedestrian traffic with Bluetooth sensor technology |
|---|---|
| المؤلفون: | Avital Angel, Achituv Cohen, Sagi Dalyot, Pnina Plaut |
| المصدر: | Geo-spatial Information Science, Vol 27, Iss 5, Pp 1391-1404 (2024) |
| بيانات النشر: | Taylor & Francis Group, 2024. |
| سنة النشر: | 2024 |
| المجموعة: | LCC:Mathematical geography. Cartography LCC:Geodesy |
| مصطلحات موضوعية: | Bluetooth technology, ubiquitous sensor network, pedestrian mobility, pedestrian detection, walking, Mathematical geography. Cartography, GA1-1776, Geodesy, QB275-343 |
| الوصف: | The increasing availability of ubiquitous sensor data on the built environment holds great potential for a new generation of travel and mobility research. Bluetooth technology, for example, is already vastly used in vehicular transportation management solutions and services. Current studies discuss the potential of this emerging technology for pedestrian mobility research, but it has yet to be examined in a large urban setting. One of the main problems is detecting pedestrians from Bluetooth records since their behavior and movement patterns share similarities with other urban transportation modes. This study aims to accurately detect pedestrians using a network of 65 Bluetooth detectors located in Tel-Aviv, Israel, which record on average over 60,000 unique daily Bluetooth Media-Access-Control addresses. We propose a detection methodology that includes system calibration, effective travel time calculation, and classification by velocity that takes into consideration the probability of vehicular traffic jams. An evaluation of the proposed methodology presents a promising pedestrian detection accuracy rate of 89%. We showcase the results of pedestrian traffic analysis, together with a discussion on the data analysis challenges and limitations. To the best of our knowledge, this work is the first to analyze pedestrian records detection from a Bluetooth network employed in a dynamic urban environment setting. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 10095020 1993-5153 1009-5020 |
| Relation: | https://doaj.org/toc/1009-5020; https://doaj.org/toc/1993-5153 |
| DOI: | 10.1080/10095020.2023.2247446 |
| URL الوصول: | https://doaj.org/article/75c0d60184c64e67a8a26befa321617f |
| رقم الانضمام: | edsdoj.75c0d60184c64e67a8a26befa321617f |
| قاعدة البيانات: | Directory of Open Access Journals |
| تدمد: | 10095020 19935153 |
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| DOI: | 10.1080/10095020.2023.2247446 |