On my concrete garage floor the rubber mat works much better than a piece of wood because it tends to stay "put" better. If you have a wood floor, you can possibly nail or screw the board down and fix it that way. Here's a pic of my center stand mat:
The blue tape is there to properly locate the mat in case it slips out of position.