Autoware.Auto NDT Localizer Question

asked 2021-06-19 23:01:01 -0600

sisaha9 gravatar image

updated 2021-06-30 12:25:12 -0600

Usually NDT algorithms aren't robust to changing environments/landmark removal. Like if there is an empty parking lot during mapping but in the next run there are cars parked/moving and parking it does not localize as well. Is this something that is handled by Autoware.Auto? If not is this a future improvement in the Cargo ODD or is the plan to use an EKF to fuse with other pose estimates and stabilize?

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Comments

Just a related question: Won't ICP suffer as well in this example of empty vs. filled parking lot?

Akhil Kurup gravatar image Akhil Kurup  ( 2021-06-20 23:07:26 -0600 )edit

Yes it does

sisaha9 gravatar image sisaha9  ( 2021-06-23 19:32:15 -0600 )edit