This is where burners come into play. Just don't cross contaminate them or keep them beyond the mission and you're clean.
Discussion
True a burner could definitely be helpful in this specific situation since the IMEI is a device identifier rather than person so to speak!
A new clean device, set up anon, wiped, and then discarded