Title
Adaptive impedance control for robot-aided rehabilitation of ankle movements
Abstract
This paper summarizes our on-going efforts to design adaptive assist-as-needed impedance controllers for ankle rehabilitation. Two robot assistance control strategies were evaluated: the first one attempted to normalize the combined robot and patient impedance via a complementary robot stiffness based on the estimate of the patient's stiffness and the second one searched for an optimal solution that minimized a cost function relating the rehabilitation goal and the interaction between patient and robot. For both strategies, the robot level of assistance was adapted based on patient's performance on distinct video games (serious games). Preliminary experimental results, employing the Anklebot in one stroke patient, confirmed the feasibility of the proposed control schemes in helping the subject to complete the tasks with optimal assistance from robot.
Year
DOI
Venue
2014
10.1109/BIOROB.2014.6913854
Biomedical Robotics and Biomechatronics
Keywords
Field
DocType
adaptive control,medical robotics,patient rehabilitation,anklebot,adaptive assist-as-needed impedance controllers,ankle movements,ankle rehabilitation,distinct video games,robot assistance control strategies,robot-aided rehabilitation,robots,games,cost function,impedance,torque,mathematical model
Ankle rehabilitation,Rehabilitation,Torque,Simulation,Control engineering,Impedance control,Adaptive control,Engineering,Robot,Ankle
Conference
ISSN
Citations 
PageRank 
2155-1774
6
0.58
References 
Authors
2
4
Name
Order
Citations
PageRank
Juan C. Perez-Ibarra191.35
Wilian M. dos Santos260.58
kamran iqbal34210.37
Adriano a. g. Siqueira44115.59