Prediction of traffic accident risk based on vehicle trajectory data
The LSTM accident risk prediction model, based on vehicle trajectory, developed in this study, is capable of intelligently extracting dangerous driving features. It can accurately warn about the risk of traffic accidents and provides a novel approach to enhancing road safety.
Authors
- Hao Li (ORCID: https://orcid.org/0009-0009-9624-5013)
- Lina Yu (ORCID: https://orcid.org/0009-0007-0607-216X)
Institutions
- Hubei University of Technology (CN)
Publication Details
- Journal
- Traffic Injury Prevention
- Published
- 2024-11-21
- DOI
- https://doi.org/10.1080/15389588.2024.2402936
- Citations
- 9
- Primary Topic
- Traffic Prediction and Management Techniques
- Type
- article
- Field-Weighted Citation Impact
- 2.39