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3D-PointMass-EKF for State Estimation coupled with STM-UKF for Side Slip Angle Estimation

C++ 46 7 Updated Aug 28, 2024

ROS bridge for CARLA Simulator

Python 536 449 Updated Jan 10, 2025

Useful functions used for path and trajectory planning at TUM/FTM

Python 148 41 Updated Mar 25, 2024

TUM Roborace Team Software Stack - Vehicle Simulation

MATLAB 112 29 Updated Jun 22, 2022

TUM Roborace Team Software Stack - Path tracking control, velocity control, curvature control and state estimation.

MATLAB 253 83 Updated Mar 19, 2022

Assignments and notes for the Self Driving Cars course offered by University of Toronto on Coursera

Jupyter Notebook 430 455 Updated Oct 1, 2020

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Jupyter Notebook 17,220 4,253 Updated Aug 7, 2024