TY - JOUR
T1 - Development and calibration of the Anisotropic Mesoscopic Simulation model for uninterrupted flow facilities
AU - Chiu, Yi Chang
AU - Zhou, Liang
AU - Song, Houbing
N1 - Funding Information: This research is supported by the National Science Foundation (NSF) Project SCI-0332001 (2003–2006). The authors thank FHWA NGSIM program for making the vehicle trajectory datasets available for the calibration task. The anonymous reviewers made constructive comments that have led to significant improvement of this paper, and their review and assistance are acknowledged. All the opinions, findings and conclusions expressed in this research are from the authors and do not necessarily reflect the viewpoints of the funding agency. Appendix A
PY - 2010/1
Y1 - 2010/1
N2 - This paper presents the development, analysis, and calibration of the Anisotropic Mesoscopic Simulation (AMS) model for uninterrupted flow facilities, such as freeways. The proposed AMS model is a vehicle-based mesoscopic traffic simulation approach that explicitly considers the anisotropic property of traffic flow into the vehicle state update at each simulation step. The advantage of AMS is its ability to address a variety of uninterrupted flow conditions in a relatively simple, unified and computationally efficient manner. The discussions focus on the key modeling concepts, the analytical properties and numerical analysis, and the calibration process and results. The addressed analytical properties are the overtaking conditions, acceleration and deceleration rate bounds, and shockwaves. The numerical analysis includes both freeway segments as well as merging junctions. Considerable efforts were devoted to employ the Next-Generation Simulation (NGSIM) program datasets to calibrate the AMS model parameters. The high traffic fidelity and satisfactory computational efficiency make AMS a promising simulation approach for large-scale regional dynamic traffic simulation and assignment.
AB - This paper presents the development, analysis, and calibration of the Anisotropic Mesoscopic Simulation (AMS) model for uninterrupted flow facilities, such as freeways. The proposed AMS model is a vehicle-based mesoscopic traffic simulation approach that explicitly considers the anisotropic property of traffic flow into the vehicle state update at each simulation step. The advantage of AMS is its ability to address a variety of uninterrupted flow conditions in a relatively simple, unified and computationally efficient manner. The discussions focus on the key modeling concepts, the analytical properties and numerical analysis, and the calibration process and results. The addressed analytical properties are the overtaking conditions, acceleration and deceleration rate bounds, and shockwaves. The numerical analysis includes both freeway segments as well as merging junctions. Considerable efforts were devoted to employ the Next-Generation Simulation (NGSIM) program datasets to calibrate the AMS model parameters. The high traffic fidelity and satisfactory computational efficiency make AMS a promising simulation approach for large-scale regional dynamic traffic simulation and assignment.
KW - Anisotropic
KW - Dynamic traffic assignment
KW - Mesoscopic
KW - Speed Influencing Region
KW - Traffic simulation
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U2 - 10.1016/j.trb.2009.06.001
DO - 10.1016/j.trb.2009.06.001
M3 - Article
SN - 0191-2615
VL - 44
SP - 152
EP - 174
JO - Transportation Research Part B: Methodological
JF - Transportation Research Part B: Methodological
IS - 1
ER -