Driver Assistance Systems II


  • Instructors Anselm Haselhoff
  • Department: Computer Science

Linear dynamic systems and probability theory

Bayes filter

Kalman filter and extened Kalman filter

Unscented Kalman filter

Motion models

Sensor data fusion and association


An example of an IMM filter for vehicle tracking:

Example of an EKF for localization and mapping