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Key Detection

John edited this page Sep 24, 2024 · 1 revision

Context: In the ES mission we must be able to autonomously type on a keyboard.

Problem: Manually aligning with a face on the lander is difficult.

Solution: Use the ZED to detect the closest face on the lander. Run a control loop to align the rover heading with the normal of that face.

  • Downsample the point cloud so it is faster to process
  • Filter out all points which have normal z-components far away from zero, this will remove the ground
  • Run RANSAC to fit a plane to the closest plane on the lander
  • Acquire the normal vector, use closed loop control to align the heading of the rover with the normal

Interface (subject to change): Use a action server to run a closed loop control algorithm, implementing a nonlinear feedforward plus feedback control law.

TODO

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