A Novel Multi-robot Task Allocation Algorithm under Heterogeneous Capabilities Condition

With the continued development of robotics, robots can perform more and more complex multi-robot tasks. The subtasks decomposed by multi-robot task may be different significantly, and member robots in system may be varying on capability models. It is a challenge to most of task allocation algorithms...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Information Technology Journal 2014, Vol.13 (8), p.1514-1522
Hauptverfasser: Quande, Yuan, Bingrong, Hong, Yi, Guan, Songhao, Piao, Zesu, Cai
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:With the continued development of robotics, robots can perform more and more complex multi-robot tasks. The subtasks decomposed by multi-robot task may be different significantly, and member robots in system may be varying on capability models. It is a challenge to most of task allocation algorithms in this context. This article studied ST-MR-IA task allocation algorithm under heterogeneous capabilities condition. The authors' give the concept of capability heterogeneity; provide a multi-robot task allocation algorithm, whose complexity being simplified by distributed computing and pruning strategy. The effectiveness of this new algorithm is verified in practice.
ISSN:1812-5638
1812-5646
DOI:10.3923/itj.2014.1514.1522