Vehicle trajectory clustering based on 3D information via a coarse-to-fine strategy
Sign Up to like & getrecommendations! Published in 2018 at "Soft Computing"
DOI: 10.1007/s00500-017-2831-0
Abstract: Vehicle behavior analysis is often based on the motion trajectory analysis, which lays the foundation for many applications such as velocity detection, vehicle classification, and vehicle counting. In this paper, a trajectory clustering framework is… read more here.
Keywords: based information; trajectory; vehicle; vehicle trajectory ... See more keywords
Vehicle trajectory prediction algorithm in vehicular network
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DOI: 10.1007/s11276-018-1803-3
Abstract: Vehicular ad hoc network has become an important component of the intelligent transportation system, what’s more, the vehicle trajectory prediction has gradually become one of the hotter issues in this research. Vehicle trajectory prediction cannot… read more here.
Keywords: vehicle; network; trajectory prediction; vehicle trajectory ... See more keywords
UPTP Vehicle Trajectory Prediction Based on User Preference Under Complexity Environment
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DOI: 10.1007/s11277-017-4743-9
Abstract: Accurate and reliable vehicle trajectory prediction is a vital component of any intelligent transportation system, which can improve the traffic safety and facilitate effective urban road planning. Because vehicle trajectories are uncertain and are characterized… read more here.
Keywords: vehicle trajectory; environment; trajectory prediction; prediction ... See more keywords
Vehicle trajectory extraction at the exit areas of urban freeways based on a novel composite algorithms framework
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Intelligent Transportation Systems"
DOI: 10.1080/15472450.2021.2021079
Abstract: Abstract The exit areas of urban freeways always experience serious traffic safety and congestion problems. As a basic task, vehicle trajectory data are difficult to extract by traditional manual counting method because of the complicated… read more here.
Keywords: urban freeways; framework; traffic; vehicle ... See more keywords
Vehicle Trajectory Reconstruction on Urban Traffic Network Using Automatic License Plate Recognition Data
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DOI: 10.1109/access.2021.3068964
Abstract: Vehicle trajectory data are critical to urban active traffic management and simulation applications. Automatic license plate recognition (ALPR) data can provide partial vehicle trajectory information by matching the detected vehicle license plates through time series.… read more here.
Keywords: vehicle; trajectory reconstruction; trajectory; vehicle trajectory ... See more keywords
Vehicle Trajectory Prediction Based on Intention-Aware Non-Autoregressive Transformer With Multi-Attention Learning for Internet of Vehicles
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3192056
Abstract: As a core function of autonomous driving (AD) and the Internet of Vehicles (IoV), accurately predicting the trajectory of vehicles can significantly improve traffic safety and reduce crash injuries. In this article, we propose an… read more here.
Keywords: transformer; intention aware; attention; vehicle trajectory ... See more keywords
Cycle-Based Queue Length Estimation for Signalized Intersections Using Sparse Vehicle Trajectory Data
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DOI: 10.1109/tits.2019.2954937
Abstract: Intersection queue length estimation using high-resolution probe vehicle trajectory data has received increasing attentions in recent years. Existing methods for cycle-based queue length estimation still face the challenge of low and/or unstable estimation accuracies under… read more here.
Keywords: cycle; trajectory; vehicle trajectory; estimation ... See more keywords
Vehicle Trajectory Interpolation Based on Ensemble Transfer Regression
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2021.3071761
Abstract: Vehicle trajectory collection usually faces challenges such as inaccurate and incomplete trajectory data, mainly due to missing trajectories caused by Global Navigation Satellite System (GNSS) outages. In this paper, a novel ensemble transfer regression framework… read more here.
Keywords: regression; trajectory; ensemble transfer; vehicle trajectory ... See more keywords
Vehicle Trajectory Prediction Considering Driver Uncertainty and Vehicle Dynamics Based on Dynamic Bayesian Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2022.3186639
Abstract: Vehicle trajectory prediction is a crucial but intricate problem for lateral driving assistance systems because of driver uncertainty. This article presents a probabilistic vehicle-trajectory prediction method based on a dynamic Bayesian network (DBN) model integrating… read more here.
Keywords: trajectory; model; vehicle; trajectory prediction ... See more keywords
Research on Vehicle Trajectory Deviation Characteristics on Freeways Using Natural Driving Trajectory Data
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DOI: 10.3390/ijerph192214695
Abstract: Lateral driving behavior analysis is the foundation of freeway cross-section design and the focus of road safety research. However, the factors that influence vehicle lateral driving behavior have not been clearly explained. The dataset of… read more here.
Keywords: trajectory deviation; vehicle trajectory; trajectory; vehicle ... See more keywords