Robotic assistive devices have been proposed as a costeffective, repeatable alternative to conventional physical therapy. Recent successes in rehabilitative robotics for poststroke gait therapy [1] are due to a focus on the patient’s active engagement in the therapy. One quantitative measure of active engagement, muscle activity, is a highly non-linear signal that varies greatly between subject...