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I've run amcl on S1 ( not a1 ). I'll give you some ideas from my experience. I hope there is something that will improve it.

  • Change the direction in which the lidar is mounted. What you think of as the front may be on the back.
  • Make laser_z_hit bigger and laser_z_rand smaller.
  • Set use_map_topic to true.