A Proposal of a Methodology for the Analysis of Robot-Environment Interaction through System Identification

Otar Akanyeti, Iñaki Rañó, Ulrich Nehmzow, S. A. Billings

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

8 Wedi eu Llwytho i Lawr (Pure)

Crynodeb

This paper presents a novel method to analyse robot-environment interaction from mathematical point of view in order to understand and identify the underlying rules governing this interaction. The method finds its theoretical roots in robot training, system identification and dynamical systems theory.
The method is based on identifying the while system using two models – i) the controller model which describes how the actions of the robot are related to its own perception and ii) the perception model which describes how the perception of the robot changes as a result of the actions of the robot – and then put them together into a single coupled dynamical system in order to analyse or simulate the emergent behaviour.
We tested the proposed methodology by analysing the robot-environment interaction where the desired robot behaviours was a door traversal task.
Iaith wreiddiolSaesneg
TeitlProceedings of Towards Autonomous Robotic Systems 2008
GolygyddionSubramanian Ramamoorthy, Gillian M. Hayes
CyhoeddwrEdinburgh University Press
Tudalennau43-49
Nifer y tudalennau7
ISBN (Electronig)9781906849016
ISBN (Argraffiad)9781906849009
StatwsCyhoeddwyd - 30 Medi 2008
Cyhoeddwyd yn allanolIe

Ôl bys

Gweld gwybodaeth am bynciau ymchwil 'A Proposal of a Methodology for the Analysis of Robot-Environment Interaction through System Identification'. Gyda’i gilydd, maen nhw’n ffurfio ôl bys unigryw.

Dyfynnu hyn