Data to the people: a review of public and proprietary data for transport models

V Mahajan, N Kuehnel, A Intzevidou… - Transport …, 2022 - Taylor & Francis
Data play an indispensable role in transport modelling. The availability of data from non-
conventional sources, such as mobile phones, social media, and public transport smart …

Multimodal traffic speed monitoring: A real-time system based on passive Wi-Fi and Bluetooth sensing technology

Z Pu, Z Cui, J Tang, S Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Traffic speed is one of the critical indicators reflecting traffic status of roadway networks. The
abnormality and sudden changes of traffic speed indicate the occurrence of traffic …

Fundamental understanding on the use of Bluetooth scanner as a complementary transport data

A Bhaskar, E Chung - Transportation Research Part C: Emerging …, 2013 - Elsevier
Literature is limited in its knowledge of the Bluetooth protocol based data acquisition
process and in the accuracy and reliability of the analysis performed using the data. This …

Travel through time: the story of research on travel time reliability

MAP Taylor - Transportmetrica B: transport dynamics, 2013 - Taylor & Francis
This paper provides a review of research on the concepts and application of travel time
reliability and on the underpinning research on travel time variability. It charts the …

A perspective on the challenges and opportunities for privacy-aware big transportation data

G Badu-Marfo, B Farooq, Z Patterson - Journal of Big Data Analytics in …, 2019 - Springer
In recent years, and especially since the development of the smartphone, enormous
amounts of data relevant for transportation have become available. These data hold out the …

Develo** novel performance measures for traffic congestion management and operational planning based on connected vehicle data

S Khadka, PT Li, Q Wang - Journal of Urban Planning and …, 2022 - ascelibrary.org
In this paper, the authors present their efforts in exploring a new type of traffic data, referred
to as internet-connected vehicle (ICV) data, for traffic congestion management and …

Using frequency domain analysis to elucidate travel time reliability along congested freeway corridors

Q Cheng, Z Liu, J Lu, G List, P Liu, XS Zhou - Transportation research part B …, 2024 - Elsevier
Travel time reliability (TTR) is an essential measure of service for traffic performance
management, especially for congested freeway corridors. This paper proposes a systematic …

Probe vehicle based real-time traffic monitoring on urban roadways

Y Feng, J Hourdos, GA Davis - Transportation Research Part C: Emerging …, 2014 - Elsevier
Travel time estimation and prediction on urban arterials is an important component of Active
Traffic and Demand Management Systems (ATDMS). This paper aims in using the …

An evaluation of emerging data collection technologies for travel demand modeling: from research to practice

RJ Lee, IN Sener, JA Mullins III - Transportation Letters, 2016 - Taylor & Francis
Traditional methods of travel data collection are often limited by high costs, infrequent
updates, or small sample sizes. Several emerging technologies, such as mobile phone …

Traffic demand estimation using path information from Bluetooth data

E Cipriani, A Gemma, L Mannini, S Carrese… - … research part C …, 2021 - Elsevier
Recent advances in technology have made available numerous new monitoring systems
that collect updated traffic measurements both in fixed locations and over specific corridors …