What is it about?

Road traffic data collection by detecting and re-identifying Bluetooth MAC id's along with time stamp. there is increase in use of Bluetooth devices and specially on-board Bluetooth devices in automobiles. They can act as vehicle probe and represent the vehicle itself. Volume of traffic and speed of traffic stream can be identified.

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Why is it important?

Increasing number of Bluetooth devices in vehicles, smart phones, watches or fitness band can act as complimentary source of data. Same can be effectively captured and help in finding some key traffic parameters of urban traffic.

Perspectives

We have offered various visualizations based on the data collected. R and R-Studio are used here for performing data analytics and visualizations. Also the procedure of data filtering and validation is clearly explained. This can be very helpful to many beginners in the field of big data analytics.

ASHISH KULKARNI
Delhi Technological University

Read the Original

This page is a summary of: Efficacy of Bluetooth-Based Data Collection for Road Traffic Analysis and Visualization Using Big Data Analytics, Big Data Mining and Analytics, June 2023, Tsinghua University Press,
DOI: 10.26599/bdma.2022.9020039.
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