Data-driven construction site
1. Automated graph generation from GPS data
In order to do task optimization, we need a self-updating map of the construction site. We have a working prototype but there are many special cases not accounted for, and we also have an idea about using topological data analysis.
2. Automated movement classification from vibration data
Characterize and classify road surfaces, loading of dumpers etc.
Read more about the project here.