This happens all the time. See: drone sightings right now. Previously: Havana syndrome.
There is no objective test for Havana syndrome, but being diagnosed with it grants significant financial and non-financial benefits.
(coincidentally, the "Mad Gasser" was also in Illinois).
I only know about this because of Frank Zappa: https://www.youtube.com/watch?v=352dVmsn7y4