Using Kalman filter algorithm for short-term traffic flow prediction in a connected vehicle environment

A Emami, M Sarvi, S Asadi Bagloee - Journal of Modern Transportation, 2019 - Springer
Kalman filter for predicting traffic flow at urban arterials based on data obtained from connected
vehicles… prediction since it invokes the connected vehicle data just before the prediction …

Short-term traffic flow prediction based on faded memory Kalman Filter fusing data from connected vehicles and Bluetooth sensors

A Emami, M Sarvi, SA Bagloee - Simulation Modelling Practice and Theory, 2020 - Elsevier
… such as connected vehicles and Bluetooth sensors, this paper develops a Kalman Filter (KF…
fusing two sources of traffic data, ie connected vehicles and Bluetooth sensors. Moreover, to …

Traffic state estimation based on Kalman filter technique using connected vehicle V2V basic safety messages

R Chen, MW Levin - 2019 IEEE Intelligent Transportation …, 2019 - ieeexplore.ieee.org
… There are other studies focused on using the Kalman Filter technique to … all vehicles on
the roads. Sun et al. [9] presented a vehicle density estimator using a mixture Kalman filtering

Integrated positioning for connected vehicles

A Mahmoud, A Noureldin… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… In addition, the last component of our proposed system is using LC Extended Kalman Filter
(LC-EKF) for the fusion of the RISS and the GPS solution to estimate an optimal position. …

VB-Kalman based localization for connected vehicles with delayed and lost measurements: Theory and experiments

H Zhu, J Mi, Y Li, KV Yuen… - IEEE/ASME Transactions …, 2021 - ieeexplore.ieee.org
… Fu, “Kalman filtering with intermittent observations: On the … Sedaaghi, “Improved Kalman
filtering for systems with randomly … connected vehicles and intelligent transportation systems. …

An event-triggered scheme for state estimation of preceding vehicles under connected vehicle environment

Y Wang, Y Yan, T Shen, S Bai, J Hu… - … on Intelligent Vehicles, 2022 - ieeexplore.ieee.org
Kalman filter based on a coupled vehicle model is proposed for PVs state estimation.
Simulation and real vehicle test … Kalman filter, even if the communication rate drops to 37.55%. …

Connected Vehicles

R Miucic - Intelligent Transportation Systems, 2019 - Springer
… of an ego vehicle based on Kalman filters. In this approach, the ego vehicle fuses its own …
GPS receiver with position information of nearby vehicles collected by the on-board ranging …

A review of dynamic state estimation for the neighborhood system of connected vehicles

Y Wang, H Wei, L Yang, B Hu, C Lv - SAE International Journal of Vehicle …, 2023 - sae.org
… Furthermore, Kalman filtering and its modifications are usually able to obtain minimum mean
… Thus, Kalman-based methods are widely utilized for state estimation of vehicle systems. …

Distributed deception attack detection in platoon-based connected vehicle systems

Z Ju, H Zhang, Y Tan - IEEE transactions on vehicular …, 2020 - ieeexplore.ieee.org
… of platoon-based connected vehicles, in which vehicles could … updates of the distributed
Kalman filter use a vehicle’s own … in the connected vehicle system, each local Kalman filter will …

Developing data-driven approaches for traffic density estimation using connected vehicle data

MA Aljamal, M Farag, HA Rakha - IEEE Access, 2020 - ieeexplore.ieee.org
… (LMP) of connected vehicles at two fixed locations. Then, the … to a Kalman filter (KF) approach
to estimate the vehicle count … estimate the vehicle count using only connected vehicle data, …