Best RF Scanner for RF Arduino Projects

You were doing well to describe your study until you included RFID. There are many, many different types of RFID. Some low frequency, some high frequency and some are transponders which require a coded RF power signal in order to respond.
There are many SDR devices, Software Defined Radio, available that cover the frequencies you mention.
How close to the devices you are studying are you able to get?
Paul