I am always using my floor.
I will use books (heavy) to put on the corners to hold down the bottom/tops.
I've also used Painters Tape and have had good luck with that also.
When I would spread out on the rug, I would safety pin to the carpet.
Only thing I didnt like about using the floor was getting back up afterwards and my aching back