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How to use SLAM & dual EKF method?

asked 2023-03-17 10:03:40 -0600

chased11 gravatar image

updated 2023-03-17 10:06:48 -0600

I have setup my robot with a single EKF instance fusing wheel odom + IMU, and it's working pretty well. I also have a GPS setup that is accurate to ~3cm. RTAB provides a gps input to assist with loop-closure, which works well, but with our accurate gps I think our system could be improved with the dual ekf (and is seen in clearpath's husky).

It's a similar setup to Clearpath's Husky, where there is both dual EKF and SLAM (they use gmapping). You can see here that they have gmapping set to provide map->odom_gmapping, while their dual ekf provides the map-> base_link and odom->base_link transform. I am confused by how this tf tree would work, as their local and global costmaps are in the odom frame, and I haven't found where else the odom_gmapping frame is otherwise used. If it's not used at all, what is the point of broadcasting the map->odom_gmapping transform?

So the question is how does the separation in odom and odom_gmapping work? My issue right now is both the gps-included EKF and RTABmap would provide map->base_link.

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answered 2023-03-18 22:09:05 -0600

bribri123 gravatar image

There is no reason for this, that is just how it is named, and you can probably just change odom_gmapping to odom in the config files

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That still doesn't make sense, why unnecessarily publish the tf transform if it's not being used?

chased11 gravatar image chased11  ( 2023-03-22 23:43:39 -0600 )edit

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Asked: 2023-03-17 10:03:40 -0600

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Last updated: Mar 18 '23