I have the same one -with the raised sides, from memory it was about $25 from Target and is plastic, I just use a cloth terry nappy over it too- easy to chuck in the wash if it gets dirty rather than pulling a cover on and off all the time! The sides do help them not to roll all the way over too.
HtH