Title :
Human-Walking-Intention-Based Motion Control of an Omnidirectional-Type Cane Robot
Author :
Wakita, Kohei ; Huang, Jian ; Di, Pei ; Sekiyama, Kosuke ; Fukuda, Toshio
Author_Institution :
Dept. of Micro-Nano Syst. Eng., Nagoya Univ., Nagoya, Japan
Abstract :
An intelligent cane robot is designed for aiding the elderly and handicapped people´s walking. The robot consists of a stick, a group of sensors, and an omnidirectional basis driven by three Swedish wheels. Recognizing the user´s walking intention plays an important role in the motion control of our cane robot. To quantitatively describe the user´s walking intention, a concept called “intentional direction (ITD)” is proposed. Both the state model and the observation model of ITD are obtained by enumerating the possible walking modes and analyzing the relationship between the human-robot interaction force and the walking intention. From these two models, the user´s walking intention can be online inferred using the Kalman filtering technique. Based on the estimated intention, a new admittance motion control scheme is proposed for the cane robot. Walking experiments aided by the cane robot on a flat ground and slope are carried out to validate the proposed control approach. The experimental results show that the user feels more natural and comfortable when our intention-based admittance control is applied.
Keywords :
handicapped aids; human-robot interaction; motion control; Kalman filtering; Swedish wheel; admittance motion control; handicapped people walking; human robot interaction force; human walking intention based motion control; intelligent cane robot; intention based admittance control; intentional direction; observation model; omnidirectional basis; omnidirectional type cane robot; online inferred; state model; user walking intention; Force; Humans; Legged locomotion; Mathematical model; Robot kinematics; Robot sensing systems; Admittance control; human walking intention estimation; rehabilitation robot;
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
DOI :
10.1109/TMECH.2011.2169980