DocumentCode
3716828
Title
Rapidly locating and accurately tracking the center of mass using statically equivalent serial chains
Author
Ali Almandeel;David H. Myszka;Alejandro Gonzalez;Philippe Fraisse
Author_Institution
Design of Innovative Machines Laboratory, Department of Mechanical & Aerospace Engineering, University of Dayton, Dayton, OH 45469, USA
fYear
2015
Firstpage
570
Lastpage
575
Abstract
This paper presents a center of mass (CoM) estimation technique that uses the statically equivalent serial chain (SESC). A SESC is a representation of any multilink branched chain whose end-effector locates the CoM. Locating the CoM is useful for modeling humans and humanoid robots. The method starts with an experimental phase involving a force plate and a motion capture system (MoCap) to construct a model to predict the CoM location. Subsequent motion of the subject updates the CoM model based on the MoCap node positions without need of a force plate, overcoming disadvantages of some other CoM estimation methods. The results show that the SESC methodology allows rapid and accurate real time estimation of the CoM. This paper includes the CoM estimation for a human from low-end and high-end MoCap and force plate sensors. The CoM in the plane of the force plate is shown to have an average error of less than 5 mm. A discussion of the accuracy of the vertical component of the CoM is also presented. Additionally, the presence of a static body in the workspace (a walker or chair, for example) to create stability in test subjects is presented.
Keywords
"Force","Estimation","Predictive models","Stability analysis","Motion segmentation","Sensors","Mathematical model"
Publisher
ieee
Conference_Titel
Humanoid Robots (Humanoids), 2015 IEEE-RAS 15th International Conference on
Type
conf
DOI
10.1109/HUMANOIDS.2015.7363419
Filename
7363419
Link To Document