How to Keep HD Maps for Automated Driving Up To Date

December 2020

tl;dr: A linklet based updating method for HD maps.

Overall impression

The authors believed that feature based mapping which maintains the persistence score of each feature does not allow large scale application.

The central idea is to use fleet data to estimate probability of change and update the map where needed.

Key ideas

Technical details