AirPlay with just iPhone and Apple TV
https://discussions.apple.com/thread/3737223?start=0&amp;tstart=0

So basically you don't need an internet connection, but both your iPhone and Apple TV will have to be in the same network.

So to answer you're question, yes, you'll have to setup a WiFi (LAN) network. (or ethernet)