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automi_v1's Issues

Gazebo Test Bed

Immediate: Some gazebo humanoid bot to test modules.
Final: Automi's gazebo model.

Blockers:

  • AUTOMI model is currently unstable due to friction (hypothesis).

Path planner

  • Find the shortest possible route to the goal.
  • Minimize effort.
  • Avoid collision with obstacles.

Approaches:

  • Greedy approach: Find the next favourable milestone. Optimise an objective.
  • Global planner: graph-based planners.

Terrain Estimation

Given: RGBD image
Output: Surface pixels, Equation of ground plane OR point cloud of surface points.

Approaches:

  • Generate point cloud -> use RANSAC to get equation of the ground plane,
  • Cluster points belonging to same surface.
  • Occupancy grid map.

SLAM

Immediate: Test and integrate vanilla SLAM modules already present on github.
Final: Design a version which is robust to noise.

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