I camped on the ice last weekend. I slept in a hub style shelter, on a cot that kept me about a foot of the ice, with a therma-rest underneath me, in nothing but an average sleeping bag. I was warm.
It sure was nice to wakeup in the morning and fire up the portable buddy heater though, makes it a bit easier to get out of bed.
It was only about -5 where I was.