Providing minimal assistance to neurologically impaired individuals only becomes possible when the subject's functional capability is known.  In this research we introduce a minimal assist-as-needed (mAAN) controller which utilizes sensorless force estimation to determine subject inputs as a function of time, before providing a corresponding assistance with adjustable ultimate bounds on position error.