Please use this identifier to cite or link to this item: http://dx.doi.org/10.14279/depositonce-8308
Main Title: Towards adaptive multi-robot systems: self-organization and self-adaptation
Author(s): Hrabia, Christopher-Eyk
Lützenberger, Marco
Albayrak, Sahin
Type: Article
Language Code: en
Abstract: The development of complex systems ensembles that operate in uncertain environments is a major challenge. The reason for this is that system designers are not able to fully specify the system during specification and development and before it is being deployed. Natural swarm systems enjoy similar characteristics, yet, being self-adaptive and being able to self-organize, these systems show beneficial emergent behaviour. Similar concepts can be extremely helpful for artificial systems, especially when it comes to multi-robot scenarios, which require such solution in order to be applicable to highly uncertain real world application. In this article, we present a comprehensive overview over state-of-the-art solutions in emergent systems, self-organization, self-adaptation, and robotics. We discuss these approaches in the light of a framework for multi-robot systems and identify similarities, differences missing links and open gaps that have to be addressed in order to make this framework possible.
URI: https://depositonce.tu-berlin.de/handle/11303/9225
http://dx.doi.org/10.14279/depositonce-8308
Issue Date: 4-Oct-2018
Date Available: 4-Jul-2019
DDC Class: 004 Datenverarbeitung; Informatik
600 Technik, Technologie
Subject(s): multi-robot systems
emergence
self-organization
self-adaptation
swarm robotics
agent-oriented software engineering
License: http://rightsstatements.org/vocab/InC/1.0/
Journal Title: The Knowledge Engineering Review
Publisher: Cambridge University Press
Publisher Place: Cambridge
Volume: 33
Article Number: e16
Publisher DOI: 10.1017/S0269888918000176
EISSN: 1469-8005
ISSN: 0269-8889
Notes: Dieser Beitrag ist mit Zustimmung des Rechteinhabers aufgrund einer (DFG geförderten) Allianz- bzw. Nationallizenz frei zugänglich.
This publication is with permission of the rights owner freely accessible due to an Alliance licence and a national licence (funded by the DFG, German Research Foundation) respectively.
Appears in Collections:FG Agententechnologien in betrieblichen Anwendungen und der Telekommunikation (AOT) » Publications

Files in This Item:
File Description SizeFormat 
10.1017.S0269888918000176.pdf
  Until 2019-11-01
277.22 kBAdobe PDFView/Open    Request a copy


Items in DepositOnce are protected by copyright, with all rights reserved, unless otherwise indicated.