I encountered the same problem with floor work. I went to my local dance supply store (think ballet for the most part) and found a pair made specifically for dance. They worked like a charm. Or, you can try Discount Dance online. I've ordered stuff from them in the past and would recommend them. Here's a link to their knee pads:
Discount Dance Supply