Extended Kalman Filter

extended kalman filter with sensor fusion of lidar and radar

lidar data is linear

uses normal kalman filter

radar linear is none linear

used with extended kalman filter,

Jacobian matrix

sensor fusion

time difference is not necessarily constant

prediction state rely on last sensor reading (either same sensor or the other sensor)