Scientific Methods in Mobile Robotics

Quantitative Analysis of Agent Behaviour

Ulrich Nehmzow

208 pages, parution le 01/12/2005

Ajouter à une liste

Indisponible

Résumé

Mobile robotics is a cutting-edge research topic, which until recently has primarily focused on issues such as the design of controllers and robot hardware. The field is now ready to embrace theoretical methods from dynamical systems theory, statistics and system identification to produce quantitative analyses and computer models of robot-environment interaction.

Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour is a decisive step towards a theoretical understanding of the operation of autonomous mobile robotics. This book presents cutting-edge research results on the application of chaos theory, parametric and non-parametric statistics and dynamical systems theory in mobile robotics. It presents foundations of a theory of mobile robotics by providing a quantitative analysis of the interaction between robot, task and environment.

Practical examples and case studies show how robot behaviour can be logged, modelled, analysed and interpreted. This new approach will aid the design of controllers, analysis of agent behaviour and the verification of experimental results.

As the first book to apply advanced scientific methods to the growing field of mobile robots, Scientific Methods in Mobile Robotics: Quantitative Analysis of Agent Behaviour will interest researchers, lecturers and post-graduate students in robotics, artificial intelligence and cognitive science.

L'auteur - Ulrich Nehmzow

The University of Essex, Colchester, UK.

Sommaire

A Brief Introduction to Mobile Robotics
Introduction to Scientific Methods in Mobile Robotics
Statistical Tools for Describing Experimental Data
Dynamical Systems Theory and Agent Behaviour
Analysis of Agent Behaviour - Case Studies
Computer Modelling of Robot-Environment Interaction
Conclusion

Voir tout

Replier

Caractéristiques techniques

	PAPIER
Éditeur(s)	Springer
Auteur(s)	Ulrich Nehmzow
Parution	01/12/2005
Nb. de pages	208
Format	16 x 24
Couverture	Relié
Poids	453g
Intérieur	Noir et Blanc
EAN13	9781846280191
ISBN13	978-1-84628-019-1