• Importance of localization in autonomous driving

  • Global and local localization methods

  • Sensor systems: GPS, IMU, lidar, cameras, wheel odometry

  • Challenges in localization: sensor noise, environmental factors, GPS outages

  • Overview of state estimation and sensor fusion concepts

  • Coordinate transformations and rotation matrices

  • Practical exercise: Performing basic coordinate transformations using Python