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A Load Balancing Behavior for Underwater Robot Swarms to Increase Mission Time and Fault Tolerance

A. Amory, T. Tosik, E. Maehle

Abstract

The studies of the underwater world such as discovering, analysing and monitoring are still a complex challenge for marine scientists. Autonomous Underwater Vehicles (AUVs) are considered an appropriate solution for these objectives. The usage of AUVs in a swarm formation will increase the number of possible applications in research of the underwater world. Particularly in the field of environmental monitoring a swarm based approach could increase the efficiency of a task by parallelization, inherent redundancy and fault-tolerance. Our approach prolongs the overall mission time by a load-balancing behavior for a swarm of AUVs with consideration of energy and fault-tolerance. In general, the load-balancing behavior divides the swarm into two layers. The first one stays at the surface and saves its energy by limiting it motions and measurements. The other one submerges and performs the monitoring task. After that, an exchange between layers will be performed when one submerged AUV has a low energy level or becomes faulty, e.g. by damaged hardware parts like erroneous pressure sensors. Furthermore, this paper will be supported with a simulation of the proposed behavior.
OriginalspracheEnglisch
Titel2014 IEEE International Parallel Distributed Processing Symposium Workshops
Seitenumfang8
Herausgeber (Verlag)IEEE
Erscheinungsdatum01.05.2014
Seiten1306-1313
Aufsatznummer6969530
ISBN (Print)978-1-4799-4117-9
ISBN (elektronisch)978-1-4799-4116-2
DOIs
PublikationsstatusVeröffentlicht - 01.05.2014
Veranstaltung28th IEEE International Parallel and Distributed Processing Symposium Workshops - Phoenix, USA / Vereinigte Staaten
Dauer: 19.05.201423.05.2014
Konferenznummer: 109583

UN SDGs

Dieser Output leistet einen Beitrag zu folgendem(n) Ziel(en) für nachhaltige Entwicklung

  1. SDG 9 – Industrie, Innovation und Infrastruktur
    SDG 9 – Industrie, Innovation und Infrastruktur
  2. SDG 14 – Lebensraum Wasser
    SDG 14 – Lebensraum Wasser

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