Title :
Estimation of foot orientation with respect to ground for an above knee robotic prosthesis
Author :
Scandaroli, Glauco Garcia ; Borges, Geovany Araújo ; Ishihara, Joúo Yoshiyuki ; Terra, Marco Henrique ; Da Rocha, Adson F. ; Nascimento, Francisco Assis de Oliveira
Author_Institution :
Dept. of Electr. Eng., Univ. of Brasilia, Brasilia, Brazil
Abstract :
This paper presents a new application in the field of rehabilitation robotics. It is part of a research project which consists of the development of a robotic leg prosthesis for above knee amputees. This application aims at providing real-time estimates of the prosthesis foot orientation with respect to ground. An Extended Kalman Filter (EKF) is used in order to estimate the foot orientation based on gyroscope and infrared measurements. Moreover a constraint equation is also included in the EKF to guarantee the constraints in the estimates. Preliminary tests were performed in a platform built for the prosthesis prototype. The results discussed in this paper reveal the feasibility of such technique.
Keywords :
Kalman filters; medical robotics; nonlinear estimation; prosthetics; above knee amputation rehabilitation; constraint equation; extended Kalman filter; foot orientation estimation; gyroscope measurement; infrared measurement; rehabilitation robotics; robotic leg prosthesis; Equations; Foot; Gyroscopes; Knee; Leg; Legged locomotion; Prosthetics; Rehabilitation robotics; Robots; Testing; above knee prosthesis; nonlinear estimation; robotic prosthesis;
Conference_Titel :
Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-3803-7
Electronic_ISBN :
978-1-4244-3804-4
DOI :
10.1109/IROS.2009.5354820
