A synthesis of emerging data collection technologies and their impact on traffic management applications

C Antoniou, R Balakrishna… - European Transport …, 2011 - Springer
Purpose The objective of this research is to provide an overview of emerging data collection
technologies and their impact on traffic management applications. Methods Several existing …

Exploiting floating car data for time-dependent Origin–Destination matrices estimation

M Nigro, E Cipriani, A del Giudice - Journal of Intelligent …, 2018 - Taylor & Francis
The study evaluates the added value generated by estimating dynamic demand matrices by
information gathered from Floating Car Data (FCD). Firstly, adopting a large dataset of FCD …

Origin-destination pattern estimation based on trajectory reconstruction using automatic license plate recognition data

W Rao, YJ Wu, J Xia, J Ou, R Kluger - Transportation Research Part C …, 2018 - Elsevier
Origin-destination (OD) pattern estimation is a vital step for traffic simulation applications and
active urban traffic management. Many methods have been proposed to estimate OD …

Dynamic origin-destination demand estimation using automatic vehicle identification data

X Zhou, HS Mahmassani - IEEE Transactions on intelligent …, 2006 - ieeexplore.ieee.org
This paper proposes a dynamic origin-destination (OD) estimation method to extract
valuable point-to-point split-fraction information from automatic vehicle identification (AVI) …

A DBSCAN-based framework to mine travel patterns from origin-destination matrices: Proof-of-concept on proxy static OD from Brisbane

KNS Behara, A Bhaskar, E Chung - Transportation Research Part C …, 2021 - Elsevier
Limited studies exist in the literature on demand related travel patterns, the analysis of which
requires a rich database of Origin Destination (OD) matrices with appropriate clustering …

Nonlinear Kalman filtering algorithms for on-line calibration of dynamic traffic assignment models

C Antoniou, M Ben-Akiva… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
An online calibration approach that jointly estimates demand and supply parameters of
dynamic traffic assignment (DTA) systems is presented and empirically validated through an …

Calibration of microscopic traffic simulation models: Methods and application

R Balakrishna, C Antoniou… - Transportation …, 2007 - journals.sagepub.com
A mathematical framework and a solution approach are presented for the simultaneous
calibration of the demand and supply parameters and inputs to microscopic traffic simulation …

A novel approach for the structural comparison of origin-destination matrices: Levenshtein distance

KNS Behara, A Bhaskar, E Chung - Transportation Research Part C …, 2020 - Elsevier
Origin-Destination (OD) matrix is a tableau of travel demand distributed between different
zonal pairs. Essentially, OD matrix provides two types of information:(a) the individual cell …

Dynamic demand estimation and prediction for traffic urban networks adopting new data sources

S Carrese, E Cipriani, L Mannini, M Nigro - Transportation Research Part C …, 2017 - Elsevier
Nowadays, new mobility information can be derived from advanced traffic surveillance
systems that collect updated traffic measurements, both in fixed locations and over specific …

An information-theoretic sensor location model for traffic origin-destination demand estimation applications

X Zhou, GF List - Transportation Science, 2010 - pubsonline.informs.org
To design a transportation sensor network, the decision maker needs to determine what
sensor investments should be made, as well as when, how, where, and with what …