DocumentCode :
657153
Title :
Using tactile sensors to estimate care receiver position on dual arms of robot
Author :
Mori, Yojiro ; Ikeura, Ryojun ; Ming Ding
Author_Institution :
RIKEN Adv. Sci. Inst., Nagoya, Japan
fYear :
2013
fDate :
3-6 Nov. 2013
Firstpage :
1
Lastpage :
4
Abstract :
Caregivers in nursing-care environments develop strain injuries while transferring patients from a bed to a wheelchair. We have developed a nursing-care robot, RIBA, which can perform transfer tasks using its two arms. RIBA must lift the appropriate part of the care receiver´s body and transfer the care receiver between the bed and the wheelchair without inflicting pain or discomfort. To accomplish this, RIBA must know the care receiver´s position in its arms when the arms are between the bed and the care receiver. To detect the points of contact between the care receiver and the robotic arms, the position of the care receiver on the robotic arms was estimated by using tactile sensors on the robotic arms as well as a machine learning algorithm. The results show that the caregiver position was estimated with 97% accuracy by our method.
Keywords :
dexterous manipulators; injuries; learning (artificial intelligence); medical robotics; patient care; tactile sensors; wheelchairs; RIBA; bed; care receiver position estimation; machine learning algorithm; nursing care robot; patient transfer task; point of contact detection; robot dual arm; strain injury; tactile sensor; wheelchair; Manipulators; Mobile robots; Position measurement; Receivers; Tactile sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SENSORS, 2013 IEEE
Conference_Location :
Baltimore, MD
ISSN :
1930-0395
Type :
conf
DOI :
10.1109/ICSENS.2013.6688439
Filename :
6688439
Link To Document :
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