In the application of RFID system, the mutual authentication between the tag and the reader involves the shared key. Most of the shared keys used in the authentication process are set in advance, but there are some security flaws. Aiming at the application scene that the reader generates a common key for a set of tags, this paper puts forward a shared key generation algorithm in dynamic and wireless way, to solve the problem of pre-setting the key.