Estimation of origin-destination matrix from traffic counts: the state of the art

S Bera, KV Rao - 2011 - openstarts.units.it
The estimation of up-to-date origin-destination matrix (ODM) from an obsolete trip data,
using current available information is essential in transportation planning, traffic …

The path most traveled: Travel demand estimation using big data resources

JL Toole, S Colak, B Sturt, LP Alexander… - … Research Part C …, 2015 - Elsevier
Rapid urbanization is placing increasing stress on already burdened transportation
infrastructure. Ubiquitous mobile computing and the massive data it generates presents new …

Development of origin–destination matrices using mobile phone call data

MS Iqbal, CF Choudhury, P Wang… - … Research Part C …, 2014 - Elsevier
In this research, we propose a methodology to develop OD matrices using mobile phone
Call Detail Records (CDR) and limited traffic counts. CDR, which consist of time stamped …

Vulnerability analysis for large-scale and congested road networks with demand uncertainty

BY Chen, WHK Lam, A Sumalee, Q Li, ZC Li - Transportation Research Part …, 2012 - Elsevier
To assess the vulnerability of congested road networks, the commonly used full network
scan approach is to evaluate all possible scenarios of link closure using a form of traffic …

Predicting traffic flow using Bayesian networks

E Castillo, JM Menéndez… - … Research Part B …, 2008 - Elsevier
This paper deals with the problem of predicting traffic flows and updating these predictions
when information about OD pairs and/or link flows becomes available. To this end, a …

City-scale traffic estimation from a roving sensor network

J Aslam, S Lim, X Pan, D Rus - … of the 10th ACM Conference on …, 2012 - dl.acm.org
Traffic congestion, volumes, origins, destinations, routes, and other road-network
performance metrics are typically collected through survey data or via static sensors such as …

Trip matrix and path flow reconstruction and estimation based on plate scanning and link observations

E Castillo, JM Menéndez, P Jiménez - Transportation Research Part B …, 2008 - Elsevier
This paper deals with the problem of trip matrix and path flow reconstruction and estimation
based on plate scanning and link flow observations. To solve the problem, the following …

Estimation and prediction of the OD matrix in uncongested urban road network based on traffic flows using deep learning

T Pamuła, R Żochowska - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
In this article, we propose a new method for OD (Origin–Destination)​ matrix prediction
based on traffic data using deep learning. The input values of the developed model were …

Optimal traffic plate scanning location for OD trip matrix and route estimation in road networks

R Mínguez, S Sánchez-Cambronero, E Castillo… - … Research Part B …, 2010 - Elsevier
During the last decade, there has been a substantial interest in how to determine the optimal
number and locations of traffic counters for origin–destination (OD) trip matrices estimation …

[HTML][HTML] Modeling the effect of sensor failure on the location of counting sensors for origin-destination (OD) estimation

M Salari, L Kattan, WHK Lam, MA Esfeh, H Fu - … Research Part C …, 2021 - Elsevier
The network sensor location problem (NSLP) for origin–destination (OD) estimation
identifies the optimal locations for sensors to estimate the vehicular flow of OD pairs in a …