I think that Bombadil will simply stay where he is...deep in the forrest, untill the end of the world.

Just a theory though, haven't got the proof to back that up.

Also , is he immortal ? I do think he is, don't remember that being discussed in the books ( hobbit and LOTR ), does anyone know ?