What term should we use - Aspie or Aspergian?

We could always use a compromise: call the home planet (after we get one, maybe one of the moons of Saturn or Uranus will do) Aspergius, and the race Aspies. That way, we can say "Aspie High Command", and "Arriving at Aspergius in 3 minutes, Captain".