Title :
Estimation of bed-ridden human´s gross and slight movement based on pressure sensors distribution bed
Author :
Harada, Tatsuya ; Sato, Tomomasa ; Mori, Taketoshi
Author_Institution :
Tokyo Univ., Japan
Abstract :
In this paper, we developed a bed-ridden human´s body movement unrestraint estimation system by using a pressure sensors distribution bed. We classified body movements into gross and slight movements. In order to estimate both gross and slight movements, we realized the distinction methods between a human and an object and between sitting and lying status. We also realized the estimation methods of a posture, an articular movement, the respiration and the pulse. By integrating these methods to complement each other, a bed-ridden human´s body movement from gross to slight movements can be estimated totally.
Keywords :
medical computing; patient monitoring; pattern classification; pressure measurement; pressure sensors; tactile sensors; articular movement; bed-ridden persons; gross movement estimation; posture estimation; pressure sensors distribution bed; pulse; respiration; slight movement estimation; Aging; Heart rate; Humans; Joining processes; Monitoring; Motion measurement; Muscles; Rehabilitation robotics; Robot sensing systems; Sensor systems;
Conference_Titel :
Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on
Print_ISBN :
0-7803-7272-7
DOI :
10.1109/ROBOT.2002.1014308