Title :
Sensor fusion to control a robotic walker based on upper-limbs reaction forces and gait kinematics
Author :
Cifuentes, Carlos A. ; Rodriguez, Camilo ; Frizera, Anselmo ; Bastos, Teodiano
Author_Institution :
Electr. Eng. Dept., Univ. Fed. do Espirito Santo (UFES), Vitoria, Brazil
Abstract :
This work proposes the implementation and validation of a new sensor fusion strategy based on force sensors and LRF (Laser Range Finder) to control a robotic walker. This approach combines user information about forearm reaction forces and gait kinematics from the legs scanning localization, to develop a more natural, safer and adaptable human-walker interaction. The work was carried out in four phases. First, a robotic walker platform was developed and the sensor subsystems were integrated. Second, a sensor fusion strategy to obtain the control parameters are defined. Third, the control strategy is presented. Finally, an experimental study to evaluate the sensor architecture and control was developed. One of the advantages of the human-walker interaction here proposed is the computational efficiency. The sensor processing algorithms and the control strategy are executed in real-time, showing stable performance with human speed changes.
Keywords :
assisted living; force sensors; robot kinematics; sensor fusion; service robots; LRF; adaptable human-walker interaction; force sensors; gait kinematics; laser range finder; legs scanning localization; robotic walker platform; sensor architecture; sensor fusion strategy; sensor processing algorithms; sensor subsystems; upper-limbs reaction forces; Estimation; Force; Kinematics; Legged locomotion; Robot sensing systems; Sensor fusion;
Conference_Titel :
Biomedical Robotics and Biomechatronics (2014 5th IEEE RAS & EMBS International Conference on
Conference_Location :
Sao Paulo
Print_ISBN :
978-1-4799-3126-2
DOI :
10.1109/BIOROB.2014.6913927