Chances are that when you move the crib, he is still going to call to you in the middle of the night. You will probably have a tougher time putting him to bed, but the long-term rewards will be there -- after all, he has to move SOME time, right ?
I used to hold my kids at that age, and sing to them until they fell asleep and then put them in bed. If he's asleep when he hits the crib, he won't know whose room he is in. when he pulls himself up and can't find you, he IS going to cry because he can't find the person who reprsents security to him.
You will have to decide what your plan of action will be when he gets you up at night. Are you going to stand up and hold him until he falls back asleep, or are you going to let him sleep with you, because you are too tired to deal with it? (I always did the latter, because I worked FT, and needed to sleep, so don't think I see that as the worse choice.) You have to do what works for you. And if you try something and it doesn't seem to work for you as a family, then try something else. The important things are that your child is loved, feels secure, is physically safe and has room in which to grow as he matures.
good luck !! :-)