DocumentCode :
426199
Title :
A physics-based model for predicting user intent in shared-control pedestrian mobility aids
Author :
Wasson, Glenn ; Sheth, Pradip ; Huang, Cunjun ; Ledoux, Alexandre ; Alwan, Majd
Author_Institution :
Dept. of Comput. Sci., Virginia Univ., Charlottesville, VA, USA
Volume :
2
fYear :
2004
fDate :
28 Sept.-2 Oct. 2004
Firstpage :
1914
Abstract :
This paper presents a physics-based model approach to infer navigational intent of the user of a walker, based on measuring forces and moments applied to the walker´s handles. Our experiments use two 6-DOF force/moment sensors on the walker´s handles, a 2-D kinematic-dynamic model of the walker and a digital motion capture system to trace the path of the walker. The motion capture system records the path the walker follows while the 6 DOF sensors record the handle forces used to guide the walker along that path. A dynamic model of the walker that determines user navigational intent from force/moment data was developed and validated against the motion capture data streams. This paper describes the development and validation of the model as well as plans for using the model as a path predictor. The inferred user intent is incorporated into a passive shared steering control system for the walker.
Keywords :
distributed control; handicapped aids; mobile robots; path planning; robot dynamics; robot kinematics; steering systems; 2D kinematic-dynamic model; digital motion capture system; infer navigational intent; path predictor; shared-control pedestrian mobility aids; steering control system; user intent prediction; walker; Acquired immune deficiency syndrome; Control systems; Force control; Humans; Motion control; Navigation; Predictive models; Safety; Senior citizens; Sensor systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2004. (IROS 2004). Proceedings. 2004 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-8463-6
Type :
conf
DOI :
10.1109/IROS.2004.1389677
Filename :
1389677
Link To Document :
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