Proof of Concept for the Trajectory-Level Validation Framework for Traffic Simulation Models

Abstract: 

Based on current practices, traffic simulation models are calibrated and validated using macroscopic measures such as 15-minute averages of traffic counts or average point-to-point travel times. For an emerging number of applications, including connected vehicles, the realism of simulated driver dynamics at the second-by-second or subsecond trajectory level plays an important role. This report presents a Proof of Concept Application (PCA) for the Trajectory Level Validation Framework, which is presented in a separate report. The structure of this document parallels that of the Validation Framework report, enabling the reader to easily cross-reference descriptions and discussion details between the two. This PCA document contains the validation performance measures and validation tests presented in the Validation Framework, including those related to: safety, acceleration limits and comfort, traffic flow, and lane changing. This document illustrates how practitioners can use the Validation Framework to assess the realism of the simulated vehicle dynamics in a model.  By analogously applying this Validation Framework to their own data sets and simulation models, analysts and practitioners can more precisely measure and improve the performance of their traffic simulation models.

Author: 
Xyntarakis, Michalis
Alexiadis, Vassili
Punzo, Vincenzo
Campbell, Robert
Flanigan, Erin
Cambridge Systematics
Purdue University
Indiana Department of Transportation
Federal Highway Administration
Department of Transportation
Publication date: 
October 30, 2017
Publication type: 
Research Report
Citation: 
Xyntarakis, M., Alexiadis, V., Punzo, V., Campbell, R., Skabardonis, S., Flanigan, E., Cambridge Systematics, Purdue University, Indiana Department of Transportation, Federal Highway Administration, & Department of Transportation. (2017). Proof of Concept for the Trajectory-Level Validation Framework for Traffic Simulation Models (01659698; Final Report, p. 73p) [Digital/other]. https://rosap.ntl.bts.gov/view/dot/34397