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Methodology

This part houses my master's thesis' associated methodology:

LiDAR Sensor Modeling

A comprehensive guide to modeling the KITTI LiDAR sensor with AVX. Explore readme for details.

Ansys AVxcelerate and CarMaker Co-simulation

This section focuses on the co-simulation framework, combining physics-based LiDAR modeling with vehicle dynamics simulation. Dive into readme to understand more.

Simulation Outputs

Discussion around LiDAR point cloud, contribution output, and CarMaker output quantities. For processing and exploring these outputs, check out readme

Processing

Handling the output point cloud data to generate the ground truth labels needed for neural network training. See readme for more information.

Scaling Simulated Scenarios

Python scripts used to organize and scale up simulated scenarios. See readme for more information.