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 …
Over time, traffic sensors have been recognized as sources of such data. Despite their …
Deep learning for integrated origin–destination estimation and traffic sensor location problems
M Owais - IEEE Transactions on Intelligent Transportation …, 2024 - ieeexplore.ieee.org
Traffic control and management applications require the full realization of traffic flow data.
Frequently, such data are acquired by traffic sensors with two issues: it is not practicable or …
Frequently, such data are acquired by traffic sensors with two issues: it is not practicable or …
Residual neural networks for origin–destination trip matrix estimation from traffic sensor information
Traffic management and control applications require comprehensive knowledge of traffic
flow data. Typically, such information is gathered using traffic sensors, which have two basic …
flow data. Typically, such information is gathered using traffic sensors, which have two basic …
Exact and heuristics algorithms for screen line problem in large size networks: shortest path-based column generation approach
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 …
called the screen line problem. It is a problem of how to locate traffic sensors on a …
[HTML][HTML] Optimal roadside units location for path flow reconstruction in a connected vehicle environment
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 …
be equipped with traffic monitoring devices to identify vehicle paths in a road network. This …
[HTML][HTML] Optimization of multi-type sensor locations for simultaneous estimation of origin-destination demands and link travel times with covariance effects
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 …
estimation of origin-destination (OD) demands and link travel times while also considering …
Ensuring the robustness of link flow observation systems in sensor failure events
Network link flow data are an intuitive information for monitoring the traffic condition of the
entire network, and can be used to enhance traffic management and control. Link flow …
entire network, and can be used to enhance traffic management and control. Link flow …
Reliable location of automatic vehicle identification sensors to recognize origin-destination demands considering sensor failure
W Sun, H Shao, T Wu, F Shao, EZ Fainman - Transportation research part …, 2022 - Elsevier
Locating automatic vehicle identification (AVI) sensors to recognize Origin-Destination (OD)
demand has been attracting extensive attentions in academia and industry. Although most …
demand has been attracting extensive attentions in academia and industry. Although most …
Optimization of multi-type traffic sensor locations for network-wide link travel time estimation with consideration of their covariance
Due to the propagation of traffic congestion from upstream to downstream links and the
uncertainty of path choice behaviours, travel times between different links, particularly …
uncertainty of path choice behaviours, travel times between different links, particularly …
Roadside LiDAR placement for cooperative traffic detection by a novel chance constrained stochastic simulation optimization approach
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 …
meeting the imperative to accurately discern vehicle positions and road states for enhanced …