Tele-operation of a Humanoid Robot, Using Operator Bio-data

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We present our work on tele-operating a complex hu- manoid robot with the help of bio-signals collected from the operator. The frameworks (for robot vision, collision avoidance and machine learning), developed in our lab, allow for a safe interaction with the environment, when combined. This even works with noisy control signals, such as, the operator’s hand acceleration and their elec- tromyography (EMG) signals. These bio-signals are used to execute equivalent actions (such as, reaching and grasp- ing of objects) on the 7 DOF arm.

Transcript

#iSAIRAS 2014

tele-operation for humanoid using operator bio-data

!

M. Luciw, A. Förster, J. Schmidhuber !

istituto dalle molle di studi sull’intelligenza artificiale università della svizzera italiana

idsia / usi / supsi

Jürgen ’Juxi’ Leitner

project

!

WAY

http://www.wayproject.eu/results.html

projectIM-CLeVeR

http://robotics.idsia.ch/im-clever/

manipulation

!

aimed at

[Metta et al., 2010]

object manipulationtowards learned

http://robotics.idsia.ch/

avoidancecollision

MoBeE v1[Frank et al., 2011,2012, 2013]

MoBeEv2[Frank et al., 2011,2012, 2013]

hand/armop-space forcing

CSWorld

CSHand

CSR/CSL

[Leitner et al, in prep]

-

!

objectsdetecting

rocksdetecting

e.g. [Leitner et al., i-SAIRAS’12]

http://Juxi.net/media

repertoire[Leitner et al, in prep]

operationtele

acquisitionemg

classificationemg

acquiringemg

iEMGboard

+ acceleration

hand/armop-space forcing

CSWorld

CSHand

CSR/CSL

-

CSHand’

hand/armop-space forcing

hand/armop-space forcing

workfuture

human-robot interaction

variable autonomy

action outcome/prediction

WaY better classification

for listeningthanks

http://Juxi.net/projects !

juxi@idsia.ch

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