Graph neural network for traffic forecasting: The research progress
Traffic forecasting has been regarded as the basis for many intelligent transportation system
(ITS) applications, including but not limited to trip planning, road traffic control, and vehicle …
(ITS) applications, including but not limited to trip planning, road traffic control, and vehicle …
Predicting urban region heat via learning arrive-stay-leave behaviors of private cars
Urban region heat refers to the extent of which people congregate in various regions when
they travel to and stay in a specified place. Predicting urban region heat facilitates broad …
they travel to and stay in a specified place. Predicting urban region heat facilitates broad …
Understanding private car aggregation effect via spatio-temporal analysis of trajectory data
Understanding the private car aggregation effect is conducive to a broad range of
applications, from intelligent transportation management to urban planning. However, this …
applications, from intelligent transportation management to urban planning. However, this …
Vehicular task offloading via heat-aware MEC cooperation using game-theoretic method
Mobile-edge computing (MEC) has been witnessed as a promising solution for the vehicular
task offloading. Due to the limited computing resource of individual MEC servers, it faces …
task offloading. Due to the limited computing resource of individual MEC servers, it faces …
Improving commute experience for private car users via blockchain-enabled multitask learning
With deepening urbanization and Internet of Vehicles (IoV) applications, the number of
private cars has been increasing in recent years. However, because the surging number of …
private cars has been increasing in recent years. However, because the surging number of …
Data-driven intrusion detection for intelligent internet of vehicles: A deep convolutional neural network-based method
As an industrial application of Internet of Things (IoT), Internet of Vehicles (IoV) is one of the
most crucial techniques for Intelligent Transportation System (ITS), which is a basic element …
most crucial techniques for Intelligent Transportation System (ITS), which is a basic element …
Big data and its V's with IoT to develop sustainability
X Chu, S Nazir, K Wang, Z Leng… - Scientific …, 2021 - Wiley Online Library
Internet of Things (IoT) has been considered as one of the emerging network and
information technologies that can comprehend automatic monitoring, identification, and …
information technologies that can comprehend automatic monitoring, identification, and …
Exploring individual travel patterns across private car trajectory data
Understanding the travel behavior of private cars will generate promising solutions on
addressing urban problems such as alleviating traffic congestion and improving transport …
addressing urban problems such as alleviating traffic congestion and improving transport …
An enhanced adaptive unscented kalman filter for vehicle state estimation
Y Zhang, M Li, Y Zhang, Z Hu, Q Sun… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Accurate vehicle state information is crucial for safe driving and dynamic control of vehicles.
Vehicle state estimation under unknown noise conditions is an important research topic. A …
Vehicle state estimation under unknown noise conditions is an important research topic. A …
Drive2friends: Inferring social relationships from individual vehicle mobility data
The number of vehicles has increased year by year, especially individual vehicles. In
addition to meeting basic transportation needs, vehicles are expected to serve varied …
addition to meeting basic transportation needs, vehicles are expected to serve varied …