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A review of travel time estimation and forecasting for advanced traveller information systems
Due to the increase in vehicle transit and congestion in road networks, providing information
about the state of the traffic to commuters has become a critical issue for Advanced Traveller …
about the state of the traffic to commuters has become a critical issue for Advanced Traveller …
Short-term traffic forecasting: Where we are and where we're going
Since the early 1980s, short-term traffic forecasting has been an integral part of most
Intelligent Transportation Systems (ITS) research and applications; most effort has gone into …
Intelligent Transportation Systems (ITS) research and applications; most effort has gone into …
Data collection of freeway travel time ground truth with bluetooth sensors
A Haghani, M Hamedi, KF Sadabadi… - Transportation …, 2010 - journals.sagepub.com
Accurate travel time information is essential to the effective management of traffic conditions.
Traditionally, floating car data have been used as the primary source of ground truth for …
Traditionally, floating car data have been used as the primary source of ground truth for …
Non-parametric estimation of route travel time distributions from low-frequency floating car data
The paper develops a non-parametric method for route travel time distribution estimation
using low-frequency floating car data (FCD). While most previous work has focused on link …
using low-frequency floating car data (FCD). While most previous work has focused on link …
Experienced travel time prediction for congested freeways
Travel time is an important performance measure for transportation systems, and
dissemination of travel time information can help travelers make reliable travel decisions …
dissemination of travel time information can help travelers make reliable travel decisions …
Assessment of interaction of crash occurrence, mountainous freeway geometry, real-time weather, and traffic data
This study investigated the effect of the interaction between roadway geometric features and
real-time weather and traffic data on the occurrence of crashes on a mountainous freeway …
real-time weather and traffic data on the occurrence of crashes on a mountainous freeway …
Real-time prediction of visibility related crashes
More researchers started using real-time traffic surveillance data, collected from loop/radar
detectors (LDs), for proactive crash risk assessment. However, there is a lack of prior studies …
detectors (LDs), for proactive crash risk assessment. However, there is a lack of prior studies …
Constructing cooperative intelligent transport systems for travel time prediction with deep learning approaches
Drivers and traffic system planners require accurate forecasting of future travel times. To
alleviate traffic congestion on Taiwan's Provincial Highway No. 61, this study considers …
alleviate traffic congestion on Taiwan's Provincial Highway No. 61, this study considers …
Spatial-temporal traffic congestion identification and correlation extraction using floating car data
Traffic congestion induces significant economic loss each year, and identifying traffic
congestion patterns is necessary for better traffic control and management. Floating car data …
congestion patterns is necessary for better traffic control and management. Floating car data …
Trip travel-time reliability: issues and proposed solutions
The estimation of path or trip travel-time reliability is critical to any advanced traveler
information system. The state-of-practice procedures for estimating path travel-time reliability …
information system. The state-of-practice procedures for estimating path travel-time reliability …