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lava_tubes.md

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Lava Tubes

I - Lava tubes: the hidden sites for future human habitats on the Moon and Mars

II - Internal Simulation for Autonomous Robot Exploration of Lava Tubes

  • link: https://www.scitepress.org/papers/2018/68607/68607.pdf
  • SLAM performance study in a lava tube with experimental results
  • the lava tube Cueva del Viento in Icod de los Vinos (Spain)
  • Internal simulator to predict the consequences of path planning
  • LiDAR based SLAM with ICP between poses and IMU measurement for orientation, graph optimisation is performed by g2o + generation of a mesh map on demand
  • groundtruth provided by markers in the scene, catched with wide angle cameras

III - Multi-robot Mapping of Lava Tubes

  • fine sand in cave makes wheel odometry pourrave
  • 3D scanning with 2D Lidar + servo
  • 2D SLAM fused with 3D scans via ICP
  • two robots: lead-follower. The leader takes 3D scans and the follower measures the relative position and orientation changes with a target on the leader robot
  • 3 actions:
    • the leader moves, its state changes is estimated by the follower
    • the follower moves and estimates its state
    • the leader takes a 3D scan

IV - Cueva de los verdes

  • Lava tube in lanzarotte, spain, perfect for experiments
  • contacts:

V - Lava Tube formation

http://earthsci.org/processes/geopro/lava_tubes/lava_tubes.html