Collective self-detection scheme for adaptive error detection in a foraging swarm of robots

Hui Keng Lau*, Jon Timmis, Iain Bate

*Awdur cyfatebol y gwaith hwn

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

5 Dyfyniadau (Scopus)

Crynodeb

In this paper we present a collective detection scheme using receptor density algorithm to self-detect certain types of failure in swarm robotic systems. Key to any fault-tolerant system, is its ability to be robust to failure and have appropriate mechanisms to cope with a variety of such failures. In this work we present an error detection scheme based on T-cell signalling in which robots in a swarm collaborate by exchanging information with respect to performance on a given task, and self-detect errors within an individual. While this study is focused on deployment in a swarm robotic context, it is possible that our approach could possibly be generalized to a wider variety of multi-agent systems.

Iaith wreiddiolSaesneg
TeitlArtificial Immune Systems - 10th International Conference, ICARIS 2011, Proceedings
CyhoeddwrSpringer Nature
Tudalennau254-267
Nifer y tudalennau14
ISBN (Argraffiad)9783642223709
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2011
Digwyddiad10th International Conference on Artificial Immune Systems, ICARIS 2011 - Cambridge, Teyrnas Unedig Prydain Fawr a Gogledd Iwerddon
Hyd: 18 Gorff 201121 Gorff 2011

Cyfres gyhoeddiadau

EnwLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Cyfrol6825 LNCS
ISSN (Argraffiad)0302-9743
ISSN (Electronig)1611-3349

Cynhadledd

Cynhadledd10th International Conference on Artificial Immune Systems, ICARIS 2011
Gwlad/TiriogaethTeyrnas Unedig Prydain Fawr a Gogledd Iwerddon
DinasCambridge
Cyfnod18 Gorff 201121 Gorff 2011

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