knock sensor

Hi, first ever post here. I have a 2011 Speed3 with an engine or something near it that makes the knock sensor go apeshit around 1750-2500RPM and light load (the problem actually seems to get better the more gas I give it; WOT is normal but I don't like getting on it too much because of my tune...