Best way to get more weight is to build another bow. Always have a goal in mind before you start a build.
No, cedar will not make a good backing. Neither will poplar (aspen). Some guys have built poplar bows, but IMHO it's very marginal bow wood. Both are good woods for arrow making. Hickory, ash, white oak, and maple are all excellent backing wood... strong in tension.