[Jhoffa_]

PS: Wouldn't there normally be a transponder signal coming from this plane?

[RoughDobermann]

Wouldn't there normally be a transponder signal coming from this plane?

Yes, unless the transponder has been removed or disabled. IIRC, the 9/11 hijackers disabled the transponders on some of the aircraft.