I'm having the same problem. The only difference is, when I turn off my cellular data, my WiFi still doesn't work on the phone.
It's weird, because when I first updated to lollipop, the WiFi connection was fine. Now, this problem, which started 2 days ago, is still going on, and I'm not sure...