Limitations and Improvements of the Intelligent Driver Model (IDM)

Albeaik, Saleh; Bayen, Alexandre; Chiri, Maria Teresa; Gong, Xiaoqian; Hayat, Amaury; Kardous, Nicolas; Keimer, Alexander; McQuade, Sean T.; Piccoli, Benedetto; You, Yiling

doi:10.1137/21m1406477

Limitations and Improvements of the Intelligent Driver Model (IDM)

Journal Article · 21 July 2022 · SIAM Journal on Applied Dynamical Systems

DOI:https://doi.org/10.1137/21m1406477· OSTI ID:1980773

Albeaik, Saleh; Bayen, Alexandre; Chiri, Maria Teresa; Gong, Xiaoqian; ; Kardous, Nicolas; ; McQuade, Sean T.; ; You, Yiling

Not provided.

Research Organization:: Univ. of California, Oakland, CA (United States)

Sponsoring Organization:: USDOE Office of Energy Efficiency and Renewable Energy (EERE)

DOE Contract Number:: EE0008872

OSTI ID:: 1980773

Journal Information:: SIAM Journal on Applied Dynamical Systems, Vol. 21, Issue 3; ISSN 1536-0040

Publisher:: Society for Industrial and Applied Mathematics (SIAM)

Country of Publication:: United States

Language:: English

References (21)

Dynamical model of traffic congestion and numerical simulation Bando, M.; Hasebe, K.; Nakayama, A. Physical Review E, Vol. 51, Issue 2 https://doi.org/10.1103/PhysRevE.51.1035	journal	February 1995
An extended model for car-following Bexelius, Sten Transportation Research, Vol. 2, Issue 1 https://doi.org/10.1016/0041-1647(68)90004-X	journal	March 1968
Car-following: a historical review Brackstone, Mark; McDonald, Mike Transportation Research Part F: Traffic Psychology and Behaviour, Vol. 2, Issue 4 https://doi.org/10.1016/S1369-8478(00)00005-X	journal	December 1999
Traffic Dynamics: Studies in Car Following Chandler, Robert E.; Herman, Robert; Montroll, Elliott W. Operations Research, Vol. 6, Issue 2 https://doi.org/10.1287/opre.6.2.165	journal	April 1958
The Foresighted Driver Model Eggert, Julian; Damerow, Florian; Klingelschmitt, Stefan 2015 IEEE Intelligent Vehicles Symposium (IV) https://doi.org/10.1109/IVS.2015.7225706	conference	June 2015
Mean-field sparse optimal control Fornasier, Massimo; Piccoli, Benedetto; Rossi, Francesco Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 372, Issue 2028 https://doi.org/10.1098/rsta.2013.0400	journal	November 2014
Nonlinear Follow-the-Leader Models of Traffic Flow Gazis, Denos C.; Herman, Robert; Rothery, Richard W. Operations Research, Vol. 9, Issue 4 https://doi.org/10.1287/opre.9.4.545	journal	August 1961
A behavioural car-following model for computer simulation Gipps, P. G. Transportation Research Part B: Methodological, Vol. 15, Issue 2 https://doi.org/10.1016/0191-2615(81)90037-0	journal	April 1981
Micro- and macro-simulation of freeway traffic Helbing, D.; Hennecke, A.; Shvetsov, V. Mathematical and Computer Modelling, Vol. 35, Issue 5-6 https://doi.org/10.1016/S0895-7177(02)80019-X	journal	March 2002
Probabilistic long-term prediction for autonomous vehicles Hoermann, Stefan; Stumper, Daniel; Dietmayer, Klaus 2017 IEEE Intelligent Vehicles Symposium (IV) https://doi.org/10.1109/IVS.2017.7995726	conference	June 2017
Enhanced intelligent driver model to access the impact of driving strategies on traffic capacity Kesting, Arne; Treiber, Martin; Helbing, Dirk Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 368, Issue 1928 https://doi.org/10.1098/rsta.2010.0084	journal	October 2010
Stability analysis of an extended intelligent driver model and its simulations under open boundary condition Li, Zhipeng; Li, Wenzhong; Xu, Shangzhi Physica A: Statistical Mechanics and its Applications, Vol. 419 https://doi.org/10.1016/j.physa.2014.10.063	journal	February 2015
Driver intent inference at urban intersections using the intelligent driver model Liebner, Martin; Baumann, Michael; Klanner, Felix 2012 IEEE Intelligent Vehicles Symposium https://doi.org/10.1109/IVS.2012.6232131	conference	June 2012
Microscopic Traffic Simulation using SUMO Lopez, Pablo Alvarez; Wiessner, Evamarie; Behrisch, Michael 2018 21st International Conference on Intelligent Transportation Systems (ITSC) https://doi.org/10.1109/ITSC.2018.8569938	conference	November 2018
Modeling cooperative and autonomous adaptive cruise control dynamic responses using experimental data Milanés, Vicente; Shladover, Steven E. Transportation Research Part C: Emerging Technologies, Vol. 48 https://doi.org/10.1016/j.trc.2014.09.001	journal	November 2014
Bifurcations and multiple traffic jams in a car-following model with reaction-time delay Orosz, Gábor; Krauskopf, Bernd; Wilson, R. Eddie Physica D: Nonlinear Phenomena, Vol. 211, Issue 3-4 https://doi.org/10.1016/j.physd.2005.09.004	journal	November 2005
Subcritical Hopf bifurcations in a car-following model with reaction-time delay Orosz, Gábor; Stépán, Gábor Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 462, Issue 2073 https://doi.org/10.1098/rspa.2006.1660	journal	March 2006
Interaction-Aware Probabilistic Behavior Prediction in Urban Environments Schulz, Jens; Hubmann, Constantin; Lochner, Julian 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) https://doi.org/10.1109/IROS.2018.8594095	conference	October 2018
Multiple Model Unscented Kalman Filtering in Dynamic Bayesian Networks for Intention Estimation and Trajectory Prediction Schulz, Jens; Hubmann, Constantin; Lochner, Julian 2018 21st International Conference on Intelligent Transportation Systems (ITSC) https://doi.org/10.1109/ITSC.2018.8569932	conference	November 2018
Congested traffic states in empirical observations and microscopic simulations Treiber, Martin; Hennecke, Ansgar; Helbing, Dirk Physical Review E, Vol. 62, Issue 2 https://doi.org/10.1103/PhysRevE.62.1805	journal	August 2000
Delays, inaccuracies and anticipation in microscopic traffic models Treiber, Martin; Kesting, Arne; Helbing, Dirk Physica A: Statistical Mechanics and its Applications, Vol. 360, Issue 1 https://doi.org/10.1016/j.physa.2005.05.001	journal	January 2006

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