[HTML][HTML] Optimization of multi-type sensor locations for simultaneous estimation of origin-destination demands and link travel times with covariance effects

H Fu, WHK Lam, H Shao, W Ma, BY Chen… - … Research Part B …, 2022 - Elsevier
This paper investigates the multi-type traffic sensor location problem for simultaneous
estimation of origin-destination (OD) demands and link travel times while also considering …

Integrating heterogeneous sources for learned prediction of vehicular data consumption

A Zang, X Zhu, C Li, F Zhou… - 2022 23rd IEEE …, 2022 - ieeexplore.ieee.org
In addition to the multiple sensors to measure parameters that can be used to improve both
safety and efficiency, modern vehicles also gather information about external data (eg, traffic …

Bayesian mixture model to estimate freeway travel time under low-frequency probe data

H Kim, L Ye - Applied Sciences, 2022 - mdpi.com
This study develops a novel estimation method under low-frequency probe data using the
Bayesian approach. Given the challenges in estimating travel time under low-frequency …

Improved DTTE method for route-level travel time estimation on freeways

J Cao, Y Du, L Mao, Y Ji, F Ma… - Journal of Transportation …, 2022 - ascelibrary.org
Travel time estimation plays an important role in advanced traveler information systems
(ATIS) for dynamic traffic management. Static travel time estimation (STTE) and dynamic …

Dynamical systems approach for travel time prediction in intermediate section under mixed traffic conditions

SP Anusha, L Vanajakshi… - Journal of Intelligent …, 2022 - Taylor & Francis
An urban arterial can be considered a series of intersections, intermediate sections (defined
as those that link intersections and mid-block areas), and mid-block sections. The …

Integrating Heterogeneous Traffic Data Sources with High Definition Maps in Autonomous Driving

A Zang - 2022 - search.proquest.com
Automated driving has become a very popular topic in the recent years and is becoming
more and more of a reality. In this new trend, High Definition (HD) maps play an important …

Comparative Assessment on Static OD Synthesis

T Lin - 2022 - uwspace.uwaterloo.ca
Recognizing the benefits of data and the information it provides to travel demand is pertinent
to network planning and design. Technological advances have led the ability to produce …

Sensor location problems for estimation of origin-destination demands and travel times under uncertainty

H Fu - 2022 - theses.lib.polyu.edu.hk
To monitor traffic congestion and improve road network performance, various types of traffic
sensors have become available and affordable with the rapid development of advanced …