The search for exoplanets is pushing adaptive optics (AO) systems on ground-based telescopes to their limits. One of the major limitations at small angular separations, exactly where are predicted be, servo-lag AO systems. error can be reduced with predictive control based future state atmospheric disturbance. We propose use a linear data-driven integral controller subspace methods that updated...