Distributed multi-AUV cooperation methods for underwater archaeology

Nikolaos Tsiogkas, Zeyn Saigol, David Michael Lane

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Abstract

Autonomous Underwater Vehicles (AUVs) are a useful tool for science and industry. They significantly reduce the risk to humans in operations in hazardous and high cost situations. The use of multiple AUVs can enhance the operational capabilities by introducing specialisation of AUV capabilities and parallelising task execution. The coordination of the multi-AUV team requires communication among its members. Underwater communications are low bandwidth, high latency and error prone. This paper studies different task allocation strategies for an underwater archaeological inspection scenario under communication constraints. Three different distributed methods are implemented and compared in simulation. The first is a greedy allocation method used as a baseline for comparison. The second is a k-Means based formulation aiming to balance the load among the robots. The third is the linear programming formulation of the multiple travelling salesmen problem. Results are analysed in the scope of mission completion time and the distance travelled by the robots. Results indicate that the k-Means method performs better when communication error rates are lower, while the mTSP method performs better when communication error rates are higher.

Original languageEnglish
Title of host publicationOCEANS 2015 - Genova
Subtitle of host publicationDiscovering Sustainable Ocean Energy for a New World
PublisherIEEE
ISBN (Print)9781479987368
DOIs
Publication statusPublished - 2015
EventMTS/IEEE OCEANS 2015 - Genova, Italy
Duration: 18 May 201521 May 2015

Conference

ConferenceMTS/IEEE OCEANS 2015
Abbreviated titleOCEANS 2015
CountryItaly
CityGenova
Period18/05/1521/05/15

ASJC Scopus subject areas

  • Renewable Energy, Sustainability and the Environment
  • Oceanography

Fingerprint Dive into the research topics of 'Distributed multi-AUV cooperation methods for underwater archaeology'. Together they form a unique fingerprint.

  • Cite this

    Tsiogkas, N., Saigol, Z., & Lane, D. M. (2015). Distributed multi-AUV cooperation methods for underwater archaeology. In OCEANS 2015 - Genova: Discovering Sustainable Ocean Energy for a New World [7271549] IEEE. https://doi.org/10.1109/OCEANS-Genova.2015.7271549