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Matlab codes for Probabilistic Field Approach for Motorway Driving Risk Assessment

Matlab codes for Probabilistic Field Approach for Motorway Driving Risk Assessment

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Description

This package contains scripts used in the article:
Mullakkal-Babu, Freddy A., et al. "Probabilistic field approach for motorway driving risk assessment." Transportation research part C: emerging technologies 118 (2020): 102716.
All the folders contain a README.md file with steps to use and detailed description of the folder contents. The generic description of the folder contents are as follows: ## Figures1-2+ This folder contains scripts used to create Figure.1 and Figure.2. + Please follow the README file in the folder.

singleStepPDRF+ This folder contains scripts for estimate single-step PDRF for a given trajectory pair. Here the trajectory pair is specified in .xls format+ The scripts were used to create Figure.5, Figure.6 and Figure.7+ Please follow the README file in the folder.

multiStepPDRF+ This folder contains scripts for estimate multi-step PDRF+ The scripts were used to create Figure.3 and Figure.12. + Please follow the README file in the folder.

SimulationBasedValidationStudy+ This folder contains scripts for estimate single-step PDRF for a given trajectory pair involved in a cut-in event. These scipts can be used to generate variations of cut-in encounters and study the risk of these encounters as expressed by singleStepPDRF+ The scripts were used to create Figure.8 and Figure.9.

Logo of Matlab codes for Probabilistic Field Approach for Motorway Driving Risk Assessment
Keywords
automated driving
Collision probability
Reachability analysis
Road safety
License
  • CC0-1.0
</>Source code
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Contributors

FMB
Freddy A Mullakkal Babu

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4TU