iPhone WiFi doesn't work without SIM card?

So today I took the SIM card out of my old 2G phone (which I use as a iPod Touch). I noticed that it no longer worked on WiFi. Once I put the SIM card back in, it worked again.

It's not a big deal (just leave the old SIM card in), but is that behaviour expected?

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