Nonstationary Kalman filter for estimation of accurate and consistent car-following data

V Punzo, DJ Formisano… - Transportation research …, 2005 - journals.sagepub.com
Difficulty in obtaining accurate car-following data has traditionally been regarded as a
considerable drawback in understanding real phenomena and has affected the …

[PDF][PDF] Estimation of vehicle trajectories from observed discrete positions and next-generation simulation program (NGSIM) data

V Punzo, MT Borzacchiello, B Ciuffo - TRB 2009 Annual Meeting, 2009 - Citeseer
Vehicle trajectory datasets, available to the scientific community within the successful
NGSIM program, are offering exciting opportunities to explore traffic phenomena …

New filtering method for trajectory measurement errors and its comparison with existing methods

F Marczak, C Buisson - Transportation research record, 2012 - journals.sagepub.com
Dynamic traffic simulation tools are increasingly being used to help traffic managers and
urban planners to make decisions. Therefore, simulation tool users require a validated …

[PDF][PDF] Adaptive Kalman filter based freeway travel time estimation

L Chu, S Oh, W Recker - 84th TRB Annual Meeting, Washington …, 2005 - researchgate.net
Recent advances in vehicle-based surveillance technologies using Global Positioning
Systems (GPS) promise high accuracy traffic information; however, their performance in field …

Wiedemann revisited: New trajectory filtering technique and its implications for car-following modeling

S Hoogendoorn, RG Hoogendoorn… - Transportation …, 2011 - journals.sagepub.com
A new data-driven stochastic car-following model based on the principles of psychospacing
or action-point modeling is presented. It uses empirical or experimental trajectory data and …

Calibration, estimation, and sampling issues of car-following parameters

J Monteil, R Billot, J Sau, C Buisson… - Transportation …, 2014 - journals.sagepub.com
Drivers behave in different ways, and these different behaviors are a cause of traffic
disturbances. A key objective for simulation tools is to correctly reproduce this variability, in …

Generic calibration framework for joint estimation of car-following models by using microscopic data

SP Hoogendoorn… - Transportation research …, 2010 - journals.sagepub.com
Microscopic simulation models have become widely applied tools in traffic engineering.
Nevertheless, parameter identification of these models remains a difficult task. This is …

Estimating acceleration and lane-changing dynamics from next generation simulation trajectory data

C Thiemann, M Treiber… - Transportation Research …, 2008 - journals.sagepub.com
The Next Generation Simulation (NGSIM) trajectory data sets provide longitudinal and
lateral positional information for all vehicles in certain spatiotemporal regions. Velocity and …

Validity of trajectory-based calibration approach of car-following models in presence of measurement errors

S Ossen, SP Hoogendoorn - Transportation Research …, 2008 - journals.sagepub.com
Interest in calibration of car-following models by using real-life microscopic trajectory data is
increasing. However, more information is needed on the influence of methodological issues …

Calibrating the local and platoon dynamics of car-following models on the reconstructed NGSIM data

V Kurtc, M Treiber - Traffic and Granular flow'15, 2016 - Springer
The NGSIM trajectory data are used to calibrate two car-following models—the IDM and the
FVDM. We used the I80 dataset which has already been reconstructed to eliminate outliers …