Title :
Robotic leg control based on Human motion analysis and neural control methods
Author :
Popescu, Dorin ; Ionete, Cosmin ; Popescu, Livia ; Poboroniuc, Marian
Author_Institution :
Dept. of Autom. & Mechatron., Univ. of Craiova, Craiova, Romania
Abstract :
This work presents some results obtained from image processing and motion analysis of the human body. The issues raised in motion analysis are of interest for obtaining motion-specific parameters for movements of the human body. The resulting data (spatial coordinates, velocities and accelerations) are used for further processing in humanoid robotics and assistive and recuperative technologies for people with disabilities. The results are implemented on a robotic leg, which was developed in our laboratories. A model based neural control strategy is implemented, too. The performances of the implemented control strategies for trajectory tracking are analyzed by computer simulation.
Keywords :
handicapped aids; humanoid robots; image motion analysis; legged locomotion; neurocontrollers; position control; computer simulation; human motion analysis; humanoid robotics; image processing; motion specific parameter; neural control method; recuperative technology; robotic leg control; trajectory tracking; Cameras; Joints; Leg; Legged locomotion; Object oriented modeling; Robot kinematics; camera calibration; image processing; motion analysis; neural control; recuperative system; robotic leg;
Conference_Titel :
Automation and Logistics (ICAL), 2010 IEEE International Conference on
Conference_Location :
Hong Kong and Macau
Print_ISBN :
978-1-4244-8375-4
Electronic_ISBN :
978-1-4244-8374-7
DOI :
10.1109/ICAL.2010.5585292