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ESKF

Error-State Kalman Filter for quadrotor using April Tags as landmarks

All Kalman Filter details in ESKF2.m

Pose estimation from known april-tag landmarks in estimate_pose.m Velocity estimation using optical flow in estimate_velocity.m

accuracy of results tested against VICON tracking data.

To run:

  • load any file in data folder
  • run generate_plots.m