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A System for Autonomous Seaweed Farm Inspection with an Underwater Robot

This paper outlines challenges and opportunities in operating underwater robots (so-called AUVs) on a seaweed farm. The need is driven by an emerging aquaculture industry on the Swedish west coast where large-scale seaweed farms are being developed. In this paper, the operational challenges are desc...

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Autores principales: Stenius, Ivan, Folkesson, John, Bhat, Sriharsha, Sprague, Christopher Iliffe, Ling, Li, Özkahraman, Özer, Bore, Nils, Cong, Zheng, Severholt, Josefine, Ljung, Carl, Arnwald, Anna, Torroba, Ignacio, Gröndahl, Fredrik, Thomas, Jean-Baptiste
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269778/
https://www.ncbi.nlm.nih.gov/pubmed/35808560
http://dx.doi.org/10.3390/s22135064
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author Stenius, Ivan
Folkesson, John
Bhat, Sriharsha
Sprague, Christopher Iliffe
Ling, Li
Özkahraman, Özer
Bore, Nils
Cong, Zheng
Severholt, Josefine
Ljung, Carl
Arnwald, Anna
Torroba, Ignacio
Gröndahl, Fredrik
Thomas, Jean-Baptiste
author_facet Stenius, Ivan
Folkesson, John
Bhat, Sriharsha
Sprague, Christopher Iliffe
Ling, Li
Özkahraman, Özer
Bore, Nils
Cong, Zheng
Severholt, Josefine
Ljung, Carl
Arnwald, Anna
Torroba, Ignacio
Gröndahl, Fredrik
Thomas, Jean-Baptiste
author_sort Stenius, Ivan
collection PubMed
description This paper outlines challenges and opportunities in operating underwater robots (so-called AUVs) on a seaweed farm. The need is driven by an emerging aquaculture industry on the Swedish west coast where large-scale seaweed farms are being developed. In this paper, the operational challenges are described and key technologies in using autonomous systems as a core part of the operation are developed and demonstrated. The paper presents a system and methods for operating an AUV in the seaweed farm, including initial localization of the farm based on a prior estimate and dead-reckoning navigation, and the subsequent scanning of the entire farm. Critical data from sidescan sonars for algorithm development are collected from real environments at a test site in the ocean, and the results are demonstrated in a simulated seaweed farm setup.
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spelling pubmed-92697782022-07-09 A System for Autonomous Seaweed Farm Inspection with an Underwater Robot Stenius, Ivan Folkesson, John Bhat, Sriharsha Sprague, Christopher Iliffe Ling, Li Özkahraman, Özer Bore, Nils Cong, Zheng Severholt, Josefine Ljung, Carl Arnwald, Anna Torroba, Ignacio Gröndahl, Fredrik Thomas, Jean-Baptiste Sensors (Basel) Communication This paper outlines challenges and opportunities in operating underwater robots (so-called AUVs) on a seaweed farm. The need is driven by an emerging aquaculture industry on the Swedish west coast where large-scale seaweed farms are being developed. In this paper, the operational challenges are described and key technologies in using autonomous systems as a core part of the operation are developed and demonstrated. The paper presents a system and methods for operating an AUV in the seaweed farm, including initial localization of the farm based on a prior estimate and dead-reckoning navigation, and the subsequent scanning of the entire farm. Critical data from sidescan sonars for algorithm development are collected from real environments at a test site in the ocean, and the results are demonstrated in a simulated seaweed farm setup. MDPI 2022-07-05 /pmc/articles/PMC9269778/ /pubmed/35808560 http://dx.doi.org/10.3390/s22135064 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Stenius, Ivan
Folkesson, John
Bhat, Sriharsha
Sprague, Christopher Iliffe
Ling, Li
Özkahraman, Özer
Bore, Nils
Cong, Zheng
Severholt, Josefine
Ljung, Carl
Arnwald, Anna
Torroba, Ignacio
Gröndahl, Fredrik
Thomas, Jean-Baptiste
A System for Autonomous Seaweed Farm Inspection with an Underwater Robot
title A System for Autonomous Seaweed Farm Inspection with an Underwater Robot
title_full A System for Autonomous Seaweed Farm Inspection with an Underwater Robot
title_fullStr A System for Autonomous Seaweed Farm Inspection with an Underwater Robot
title_full_unstemmed A System for Autonomous Seaweed Farm Inspection with an Underwater Robot
title_short A System for Autonomous Seaweed Farm Inspection with an Underwater Robot
title_sort system for autonomous seaweed farm inspection with an underwater robot
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269778/
https://www.ncbi.nlm.nih.gov/pubmed/35808560
http://dx.doi.org/10.3390/s22135064
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