Nonlinear Kalman Filtering for Force-Controlled Robot Tasks

Author:   Tine Lefebvre ,  Herman Bruyninckx ,  Joris de Schutter
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   1st ed. Softcover of orig. ed. 2005
Volume:   19
ISBN:  

9783642066290


Pages:   266
Publication Date:   12 February 2010
Format:   Paperback
Availability:   Out of print, replaced by POD   Availability explained
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Nonlinear Kalman Filtering for Force-Controlled Robot Tasks


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Overview

This monograph focuses on how to achieve more robot autonomy by means of reliable processing skills. ""Nonlinear Kalman Filtering for Force-Controlled Robot Tasks "" discusses the latest developments in the areas of contact modeling, nonlinear parameter estimation and task plan optimization for improved estimation accuracy. Kalman filtering techniques are applied to identify the contact state based on force sensing between a grasped object and the environment. The potential of this work is to be found not only for industrial robot operation in space, sub-sea or nuclear scenarios, but also for service robots operating in unstructured environments co-habited by humans where autonomous compliant tasks require active sensing.

Full Product Details

Author:   Tine Lefebvre ,  Herman Bruyninckx ,  Joris de Schutter
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   1st ed. Softcover of orig. ed. 2005
Volume:   19
Dimensions:   Width: 15.50cm , Height: 1.50cm , Length: 23.50cm
Weight:   0.454kg
ISBN:  

9783642066290


ISBN 10:   3642066291
Pages:   266
Publication Date:   12 February 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of print, replaced by POD   Availability explained
We will order this item for you from a manufatured on demand supplier.

Table of Contents

Introduction.- Literature Survey: Autonomous Compliant Motion.- Literature Survey: Bayesian Probability Theory.- Kalman Filters for Nonlinear Systems.- The Non-Minimal State Kalman Filter.- Contact Modelling.- Geometrical Parameter Estimation and CF Recognition.- Experiment: A Cube-In-Corner Assembly.- Task Planning with Active Sensing.- General Conclusions.

Reviews

From the reviews: The present book provides the latest developments in the area of contact modeling, nonlinear parameter estimation and parameter estimation and parameter estimation improvement accuracy of robots. ! The book includes an up-to-date bibliography and a lot of numerical examples. The Appendices provide various theoretical complements which are of high interest for researchers working in robotics. The graphics is excellent and the final list of symbols and abbreviations are very useful. The book is an excellent contribution in the area of robotics ! . (Dumitru Stanomir, Zentralblatt MATH, Vol. 1120 (22), 2007)


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