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… In this paper, a Kalman filter is developed to predict the traffic flow of each …

Cooperative localization of connected vehicles: Integrating GNSS with DSRC using a robust cubature Kalman filter

J Liu, B Cai, J Wang - IEEE Transactions on Intelligent …, 2016 - ieeexplore.ieee.org
… Under the connected vehicles environment, we use a GNSS/ DSRC integration frame to
achieve a desired overall efficiency derived by the vehicular communication. It is expected that …

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%. …

Kalman filtering method for real-time queue length estimation in a connected vehicle environment

Y Wang, Z Yao, Y Cheng, Y Jiang… - Transportation …, 2021 - journals.sagepub.com
… Based on the collocated data, a CV environment and the Kalman filtering algorithm were
developed with the Vissim COM interface (47) and MATLAB, respectively. Vissim (46) and …

Kalman filter based spatial prediction of wireless connectivity for autonomous robots and connected vehicles

R Parasuraman, P Oegren… - 2018 IEEE 88th vehicular …, 2018 - ieeexplore.ieee.org
… Abstract—This paper proposes a new Kalman filter based … of a wireless channel in autonomous
vehicles. The path loss is … dynamic environments and widen the range of applications. …

Cumulative travel-time responsive real-time intersection control algorithm in the connected vehicle environment

J Lee, B Park, I Yun - Journal of Transportation Engineering, 2013 - ascelibrary.org
… the connected vehicle environment and the implementation of the Kalman filter algorithm was
… required for the online implementations of the Kalman filter algorithm, it was compiled as a …

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
Kalman Filter in this paper, we use a real-life case study of the Melbourne city, Australia,
which is a testbed of a connected vehicle … of 6 km 2 urban environment including local, arterial, …

An innovative information fusion method with adaptive Kalman filter for integrated INS/GPS navigation of autonomous vehicles

Y Liu, X Fan, C Lv, J Wu, L Li, D Ding - Mechanical systems and signal …, 2018 - Elsevier
Kalman Filter with attenuation factor is proposed to restrain noise in this paper. The algorithm
… on the basis of adaptive Kalman filter to suppress the influence of environmental noise, 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
… , Kalman filtering technique is used to estimate traffic states. Kalman filtering [15] is an algorithm
… in a mixed traffic environment,” IEEE Transactions on Intelligent Transportation Systems, …

A real-time adaptive signal control in a connected vehicle environment

Y Feng, KL Head, S Khoshmagham… - … Research Part C …, 2015 - Elsevier
… The algorithm applied a Kalman Filter to estimate cumulative travel time under a low market
penetration rate. The phasing with highest combined travel time was set to be the next phase…