I believe I have figured out who The Joker really is. I think he's Joe Chill, the guy who Batman's parents. Lets see why.
Their name both starts with J.
They have a few similarities.
In the killing joke, when Police arrive at the bar before he became Joker, one of his friends said uhh Joe?. This could relate to Joker.
Tell me what you think in the comments.