Title :
Fall detection for elderly by using an intelligent cane robot based on center of pressure (COP) stability theory
Author :
Di, Pei ; Huang, Jie ; Nakagawa, Sachiko ; Sekiyama, Kosuke ; Fukuda, Toshio
Author_Institution :
Dept. of Micro-Nano Syst. Eng., Nagoya Univ., Nagoya, Japan
Abstract :
An intelligent cane robot was designed for aiding the elderly and handicapped people walking. The robot consists of a stick, a group of sensors and an omni-directional basis driven by three Swedish wheels. Multiple sensors were used to recognize the user´s “walking intention”, which is quantitatively described by a new concept called intentional direction (ITD). Based on the guidance of filtered ITD, a novel intention-based admittance motion control (IBAC) scheme was proposed for the cane robot. To detect the fall of user, a detection method based on Dubois possibility theory was proposed using the combined sensor information from force sensors, a laser ranger finder (LRF) and an on-shoe load sensor. The human fall model was represented in a two-dimensional space, where the relative position between the center of pressure (COP) and the center of support triangle was utilized as a significant feature. The effectiveness of proposed fall detection method was also confirmed by experiments.
Keywords :
design engineering; force sensors; gait analysis; handicapped aids; intelligent robots; laser ranging; mobile robots; motion control; possibility theory; robot kinematics; stability; COP stability theory; Dubois possibility theory; IBAC scheme; ITD; LRF; Swedish wheels; center-of-pressure stability theory; center-of-support triangle; elderly fall detection; force sensors; handicapped people; intelligent cane robot design; intention-based admittance motion control scheme; intentional direction; laser ranger finder; omnidirectional basis; on-shoe load sensor; quantitative analysis; relative position; sensor information; stick; two-dimensional space; user fall detection model; user walking intention recognition; Artificial intelligence; Legged locomotion; Robot sensing systems; Senior citizens;
Conference_Titel :
Micro-NanoMechatronics and Human Science (MHS), 2014 International Symposium on
Conference_Location :
Nagoya
Print_ISBN :
978-1-4799-6678-3
DOI :
10.1109/MHS.2014.7006152