Both of those aircraft are available to play in the game, and your enemies will have just as much (and more) advanced aircraft available too. 
I've deliberately allowed a large range of aircraft to be available, to make sure there's a wide and varied amount of aircraft used by the players. You can certainly use an F-22 or an F-35 (of any variant) that you'd like.