Lane-based estimation of travel time distributions by vehicle type via vehicle re-identification using low-resolution video images
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Intelligent Transportation Systems"
DOI: 10.1080/15472450.2022.2027767
Abstract: Abstract Travel time estimation plays an essential role in the high-granular traffic control and management of urban roads with distinct lane-changing conditions among lanes. However, little attention has been given to the estimation of distributions… read more here.
Keywords: vehicle; travel time; lane based; vehicle type ... See more keywords
H-CTM for simulating non-lane-based heterogeneous traffic*
Sign Up to like & getrecommendations! Published in 2019 at "Transportation Letters"
DOI: 10.1080/19427867.2017.1373439
Abstract: Abstract This paper developed a first-order deterministic macroscopic model H-CTM (heterogeneous cell transmission model) based on basic cell transmission model (CTM). The methodological calibration of the model considers the aggregate behavior of heterogeneous traffic under… read more here.
Keywords: lane based; traffic; non lane; heterogeneous traffic ... See more keywords
Bayesian Deep Learning Approach for Real-Time Lane-Based Arrival Curve Reconstruction at Intersection Using License Plate Recognition Data
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2024.3491433
Abstract: The acquisition of real-time and accurate traffic arrival information is of vital importance for proactive traffic control systems, especially in partially connected vehicle environments. License plate recognition (LPR) data that record both vehicle departures and… read more here.
Keywords: real time; based arrival; reconstruction; lane ... See more keywords
Lane-based short-term urban traffic parameters forecasting using multivariate artificial neural network and locally weighted regression models: A genetic approach
Sign Up to like & getrecommendations! Published in 2019 at "Canadian Journal of Civil Engineering"
DOI: 10.1139/cjce-2017-0644
Abstract: Short-term prediction of traffic conditions on urban arterials has recently become increasingly important because of its vital role in the basic traffic management functions and trip decision-making processes. Such information is useful for optimal infrastructure… read more here.
Keywords: lane based; short term; artificial neural; prediction ... See more keywords