Another way of doing it if you want to use the router is to make a shooting board for the thickness of stock you are using. the guide roller will run on the base of you shooting board and the fence would help against spelching out off the end.
But how well it would work will depend on how big a piece you are cutting. wether you will be able to lock it down without hindering the router base.