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Edge Computing Architecture for the Management of Underwater Cultural Heritage

Jorge Herrera-Santos; Marta Plaza-Hernández; Sebastián López-Florez; Vladimir Djapic; Javier Prieto Tejedor; Emilio Santiago Corchado-Rodríguez
Journal of Marine Science and Engineering · Vol. 12, Issue 12 · pp. 2250 · 2024

Abstract

Underwater cultural heritage (UCH) is a valuable resource that preserves humanity’s historical legacy, offering insights into traditions and civilisations. Despite its significance, UCH faces threats from inadequate regulatory frameworks, insufficient conservation technologies, and climate-induced environmental changes. This paper proposes an innovative platform combining the internet of underwater things and edge computing technologies to enhance UCH’s real-time monitoring, localisation, and management. The platform processes data through a central unit installed on a buoy near heritage sites, enabling efficient data analysis and decision making without relying on cloud connectivity. Integrating acoustic communication systems, LoRa technology, and nonterrestrial networks supports a robust multilayered communication infrastructure for continuous operation, even in remote maritime areas. The platform’s edge node deploys artificial intelligence models for real-time risk assessment, focusing on key environmental parameters to predict and mitigate corrosion rates and climate-related threats. A case study illustrates the system’s capabilities in underwater localisation, demonstrating how edge computing and acoustic triangulation techniques enable precise tracking.

Bibliographic Information

JournalJournal of Marine Science and Engineering
PublisherMDPI
Publication Date2024-12-07
Publication Year2024
Volume12
Issue12
Pages2250
Document TypeJournal Article
eISSN2077-1312
DOI10.3390/jmse12122250
SubjectMarine science; oceanography; marine engineering; coastal science; marine environment

Access Information

NARA Access CoverageOA / free full text
Journal Homepagehttps://www.mdpi.com/journal/jmse
Publisher PageOpen Publisher Page
This article is openly available from the publisher.