Traffic sensor location problem: Three decades of research

M Owais - Expert Systems with Applications, 2022 - Elsevier
Traffic flow data is a decisive element in transportation planning and traffic management.
Over time, traffic sensors have been recognized as sources of such data. Despite their …

Review of optimal sensor location models for travel time estimation

M Gentili, PB Mirchandani - Transportation Research Part C: Emerging …, 2018 - Elsevier
The problem of optimally locating fixed sensors on a traffic network infrastructure has been
object of growing interest in the past few years. Sensor location decisions models differ from …

Traffic zone division based on big data from mobile phone base stations

H Dong, M Wu, X Ding, L Chu, L Jia, Y Qin… - … Research Part C …, 2015 - Elsevier
Call detail record (CDR) data from mobile communication carriers offer an emerging and
promising source of information for analysis of traffic problems. To date, research on insights …

Exact and heuristics algorithms for screen line problem in large size networks: shortest path-based column generation approach

M Owais, AI Shahin - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
In this study, we present exact and heuristics algorithms for a traffic sensors location problem
called the screen line problem. It is a problem of how to locate traffic sensors on a …

Building transportation foundation model via generative graph transformer

X Wang, D Wang, L Chen, FY Wang… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
In recent years, researchers have made notable advancements in various disciplines using
large-scale foundation models. However, foundation models in the transportation system …

[HTML][HTML] Optimal roadside units location for path flow reconstruction in a connected vehicle environment

M Salari, L Kattan, M Gentili - Transportation Research Part C: Emerging …, 2022 - Elsevier
The path flow reconstruction problem is used to determine the minimum set of links that must
be equipped with traffic monitoring devices to identify vehicle paths in a road network. This …

Roadside LiDAR placement for cooperative traffic detection by a novel chance constrained stochastic simulation optimization approach

Y Chen, L Zheng, Z Tan - Transportation Research Part C: Emerging …, 2024 - Elsevier
Abstract Light Detection and Ranging (LiDAR) plays a pivotal role in localization, thereby
meeting the imperative to accurately discern vehicle positions and road states for enhanced …

Optimization of multi-type traffic sensor locations for estimation of multi-period origin-destination demands with covariance effects

H Fu, WHK Lam, H Shao, L Kattan, M Salari - Transportation Research Part …, 2022 - Elsevier
The hourly traffic flows between various origin–destination (OD) pairs fluctuate by time of
day and day of the year. These multi-period OD demands are statistically correlated with one …

Optimal number and location of Bluetooth sensors considering stochastic travel time prediction

H Park, A Haghani - Transportation Research Part C: Emerging …, 2015 - Elsevier
Determining the optimal number and location of sensors is essential to effectively manage
traffic on highways. Optimal solutions dealing with dynamic traffic patterns and relocation of …

Distributed event-triggered finite-time H∞ filtering for switched systems on sensor networks with two-channel network attacks and asynchronous modes

X Zhou, G Chen, S Zhu, S Wen - Applied Mathematics and Computation, 2023 - Elsevier
This paper addresses the problem of distributed event-triggered finite-time H∞ filtering for
switched systems on sensor networks, subject to two-channel network attacks and …