VAE-Based Driving Profile Generation Algorithms
1 December, 2023
- Developed a VAE-based driving condition encoding and generation method that performed kinematic feature extraction and resampling on large-scale real vehicle driving condition segments, utilised FCM algorithm to cluster similar features, achieving low-cost simulation of diverse driving conditions (both normal and extreme scenarios).