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turtlebot estimates wrong 2D pose on rviz when using amcl_demo

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Heres what I am trying to do: I am trying to basically create a SLAM map using a turtlebot and RPLIDAR A2 to get a slam map. After doing so I want to launch amcl_demo and use the orbecc astra and give it some points to navigate to on the map. Heres whats happening: The robot restimates its obstacles incorrectly, it will think that the wall is closer to it than it actually is. A lot of times it will go in a direction and think that its somewhere in the map which is way off from where it actually is. I am using the turtlebot_navigation stack. Could someone suggest me a way for the turtlebot to move slowly and get a more accurate 2 D pose estimate on the map??

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