This course introduces the Kalman filter as a method that can solve problems related to estimating the hidden internal state of a dynamic system. It develops the background theoretical topics in state ...

Model Predictive Control and Extended Kalman Filter based Sensor Fusion (wheel odometry and IMU) / State Estimation for the NVIDIA Nova Carter differential-drive robot, implemented and validated in ...