Title :
Robot-Aided Neurorehabilitation: A Pediatric Robot for Ankle Rehabilitation
Author :
Michmizos, Konstantinos P. ; Rossi, Stefano ; Castelli, Enrico ; Cappa, Paolo ; Krebs, Hermano Igo
Author_Institution :
Dept. of Mech. Eng., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
This paper presents the pediAnklebot, an impedance-controlled low-friction, backdriveable robotic device developed at the Massachusetts Institute of Technology that trains the ankle of neurologically impaired children of ages 6-10 years old. The design attempts to overcome the known limitations of the lower extremity robotics and the unknown difficulties of what constitutes an appropriate therapeutic interaction with children. The robot´s pilot clinical evaluation is on-going and it incorporates our recent findings on the ankle sensorimotor control in neurologically intact subjects, namely the speed-accuracy tradeoff, the deviation from an ideally smooth ankle trajectory, and the reaction time. We used these concepts to develop the kinematic and kinetic performance metrics that guided the ankle therapy in a similar fashion that we have done for our upper extremity devices. Here we report on the use of the device in at least nine training sessions for three neurologically impaired children. Results demonstrated a statistically significant improvement in the performance metrics assessing explicit and implicit motor learning. Based on these initial results, we are confident that the device will become an effective tool that harnesses plasticity to guide habilitation during childhood.
Keywords :
bioelectric potentials; electric impedance; friction; medical robotics; motion control; neurophysiology; paediatrics; patient rehabilitation; patient treatment; robot kinematics; trajectory control; velocity control; age 6 yr to 10 yr; ankle rehabilitation; ankle sensorimotor control; backdriveable robotic device; impedance-controlled low-friction; implicit motor learning; kinematic performance metrics; kinetic performance metrics; neurologically impaired children; neurologically intact subjects; pediAnklebot; pediatric robot; plasticity; reaction time; robot pilot clinical evaluation; robot-aided neurorehabilitation; smooth ankle trajectory; speed-accuracy tradeoff; therapeutic interaction; upper extremity devices; Accuracy; Games; Impedance; Pediatrics; Robot sensing systems; Ankle; assist-as-needed; cerebral palsy; robotic training; sensorimotor therapy;
Journal_Title :
Neural Systems and Rehabilitation Engineering, IEEE Transactions on
DOI :
10.1109/TNSRE.2015.2410773