GPS Signal Lost.
The drone continues flying.
No satellite guidance.
It trusts its internal sensors.
Tiny motion sensors measure movement.
They estimate position.
But those sensors are not perfect.
They slowly accumulate error.
A tiny bias...
becomes meters of drift.
The drone thinks it is here —
but it is somewhere else.
Now add wind.
Instability grows.
Small mistakes
become big problems.
Navigation collapses.
The mission fails.
What if the drone could learn?
Not just follow rules...
...but adapt.
Trained under chaos.
600,000 learning steps.
It learned to stay stable.
Stability is only the beginning.
Now it learns to
correct its own drift.
When GPS disappears...
our drone adapts.
Aero-Controllers
Learning-Aided INS Drift Suppression
Made by Team Aero-Controllers