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A Knowledge-Based Activity Representation for Shared Autonomy Teleoperation of Robotic Arms

Behery, Mohamed (2016) A Knowledge-Based Activity Representation for Shared Autonomy Teleoperation of Robotic Arms. DLR-Interner Bericht. DLR-IB-RM-OP-2016-179. Master's. RWTH Aachen.

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Physical impairment caused by illness, disability, or age, limits a person’s independence. Performing Activities of Daily Living (ADLs), such as eating and drinking, can be challenging for people with physical impairment since they have no muscle control. Recent studies investigated employing teleoperated robotic arm/ hand systems to facilitate the performance of ADLs by physically impaired users. Robot teleoperation using Brain Computer Interface (BCI) empowers users with the ability to perform ADLs. However, it is difficult to map the signals received from the BCI into commands for controlling a 7 Degrees of Freedom robot arm, therefore a user will find it difficult and uncomfortable to perform such activities using a robot arm controlled with a BCI. To overcome this, this thesis introduces the Constraint-based Activity REpresentation (CARE) framework; a framework for shared autonomy teleoperation of a robotic arm using a BCI. The CARE framework defines activities in an object centric approach, where an object declares a set of symbolic and geometric constraints to be applied while performing different manipulation actions that might involve other objects. The framework assists the user to satisfy these constraints throughout the activity and compensates for the low dimensional signals obtained from the BCI. As a demonstration, the CARE framework was employed to assist an operator in different ADLs, such as pick and place, pouring, door opening, and wiping. The demonstrations were conducted using a simulation of the DLREDANassistance robot controlled using a SpaceMouse.

Item URL in elib:https://elib.dlr.de/105891/
Document Type:Monograph (DLR-Interner Bericht, Master's)
Title:A Knowledge-Based Activity Representation for Shared Autonomy Teleoperation of Robotic Arms
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Date:August 2016
Refereed publication:No
Open Access:No
Gold Open Access:No
In ISI Web of Science:No
Keywords:Constraint-based activity representation, ADL, robot
Institution:RWTH Aachen
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Space System Technology
DLR - Research area:Raumfahrt
DLR - Program:R SY - Space System Technology
DLR - Research theme (Project):R - Vorhaben Intelligente Mobilität (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Robotics and Mechatronics (since 2013) > Cognitive Robotics
Deposited By: Leidner, Dr.-Ing. Daniel
Deposited On:04 Nov 2016 13:18
Last Modified:04 Nov 2016 13:18

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