Maybe, it wouldn't be easy for Batman though. Besides DD being a well trained fighter, his radar would give his the advantage at the beginning. It would be a while before Batman realizes (if he realizes) that his opponent is blind. I'm still uncertain on the outcome thuogh, but it would still be a good fight while it lasts.
You all seem to forget that Batman knows that Daredevil is blind and depends on his hightened sence of hearing, and his other sences. He would just throw a couple of sonic grenades so that Daredevil is completly "Blind" and then beat him up while he is still in pain from the sonic attack. Or Batman can device a device that can create a kind of sound nullifieir so that he would not be detected by Daredevil (he has already created a device to hide the sound of his hearth beat so that Superman can't hear it).