Urban link travel time estimation using traffic states‐based data fusion

L Zhu, F Guo, JW Polak… - IET Intelligent Transport …, 2018 - Wiley Online Library
Estimated travel time is a key input for many intelligent transport systems (ITS) applications
and traffic management functions. There are numerous studies that show that fusing data …

Arterial travel time validation and augmentation with two independent data sources

X Zhang, M Hamedi, A Haghani - Transportation Research …, 2015 - journals.sagepub.com
Travel time data are a key input to applications of intelligent transportation systems.
Advancement in vehicle tracking and reidentification technologies and proliferation of …

Probe vehicle based real-time traffic monitoring on urban roadways

Y Feng, J Hourdos, GA Davis - Transportation Research Part C: Emerging …, 2014 - Elsevier
Travel time estimation and prediction on urban arterials is an important component of Active
Traffic and Demand Management Systems (ATDMS). This paper aims in using the …

Reliable estimation of urban link travel time using multi-sensor data fusion

Y Guo, L Yang - Information, 2020 - mdpi.com
Travel time is one of the most critical indexes to describe urban traffic operating states. How
to obtain accurate and robust travel time estimates, so as to facilitate to make traffic control …

Travel time estimation on urban networks from traffic data and on-board trip characteristics

NE El Faouzi, JB Lesort - 1995 - trid.trb.org
The need for reliable travel time estimation models has become essential for ongoing
research into both advanced traveler information systems (ATIS) and in vehicle dynamic …

Iterative Bayesian estimation of travel times on urban arterials: Fusing loop detector and probe vehicle data

K Liu, MY Cui, P Cao, JB Wang - PloS one, 2016 - journals.plos.org
On urban arterials, travel time estimation is challenging especially from various data
sources. Typically, fusing loop detector data and probe vehicle data to estimate travel time is …

Utilizing artificial neural network in GPS-equipped probe vehicles data-based travel time estimation

M Xu, K Guo, J Fang, Z Chen - IEEE access, 2019 - ieeexplore.ieee.org
Real-time traffic status information provides good references for urban traffic control and
management. Travel time is easy to understand and widely employed in representing traffic …

Data fusion algorithm improves travel time predictions

S Lim, C Lee - IET intelligent transport systems, 2011 - IET
Travel time is considered more useful to users than other travel-related information such as
speed. It is mainly estimated by point or interval detection systems. In this study, the authors …

Link travel time estimation for arterial networks based on sparse GPS data and considering progressive correlations

Z Ghandeharioun, A Kouvelas - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
Understanding complicated city traffic patterns has been recognized as a critical goal by
twenty-first-century urban planners and traffic management systems, resulting in a significant …

Commercial vehicle travel time estimation in urban networks using gps data from multiple sources

EF Morgul, K Ozbay, S Iyer… - … Research Board 92nd …, 2013 - trid.trb.org
Realistic travel time estimations for urban commercial vehicle movements is challenging due
to limited observed data, large number of Origin-Destination (OD) pairs in urban networks …