DocumentCode :
3088582
Title :
Particle filter based feedback control of JAIST Active Robotic Walker
Author :
Ohnuma, Takanori ; Lee, Geunho ; Chong, Nak Young
Author_Institution :
Sch. of Inf. Sci., Japan Adv. Inst. of Sci. & Technol., Nomi, Japan
fYear :
2011
fDate :
July 31 2011-Aug. 3 2011
Firstpage :
264
Lastpage :
269
Abstract :
We present a new control scheme of JAIST Active Robotic Walker (JARoW) developed to provide potential users such as the elderly with sufficient ambulatory capability. Toward its practical use, we tackle JARoW´s easy and reliable maneuverability by creating a natural user interface between a user and JARoW. Specifically, our focus is placed on how to realize the natural and smooth movement of JARoW despite different gait parameters of users. For this purpose, a particle filtered interface function (PFIF) is proposed to estimate and predict the locations of the user´s legs and body. Then, the simple feedback motion control function adjusts the motions of JARoW corresponding to the estimation and prediction. Experimental results show that the proposed control scheme can be quite satisfactory for practical use without requiring any additional user effort.
Keywords :
feedback; handicapped aids; mobile robots; motion control; particle filtering (numerical methods); user interfaces; JAIST active robotic walker; elderly; feedback motion control function; natural user interface; particle filtered interface function; Atmospheric measurements; Joining processes; Legged locomotion; Particle measurements; Reliability; Wheels;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
RO-MAN, 2011 IEEE
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4577-1571-6
Electronic_ISBN :
978-1-4577-1572-3
Type :
conf
DOI :
10.1109/ROMAN.2011.6005262
Filename :
6005262
Link To Document :
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