I do it all the time. However, I much prefer putting on a dress sheet than an actual nylon sheet. The dress sheets tend to be a fuzzy wool-like material that is warmer and can fit well under another blanket. I have one on two of my girls that is much like this :http://www.drsfostersmith.com/images...se-blanket.jpg
I love it and they appreciate it too!