Filter Design

ekf_cal combines the architecture of a Multi-State Constraint Kalman Filter (MSCKF) with a multi-sensor calibration filter to provide intrinsic and extrinsic estimates for the following sensors:

• IMU Filtering
• GPS Filtering
• Camera Filtering
• Fiducial Filtering