Edge Computing Architecture for the Management of Underwater Cultural Heritage
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.
Authors
- Marta Plaza-Hernández (ORCID: https://orcid.org/0000-0002-2249-5425)
- Javier Prieto (ORCID: https://orcid.org/0000-0001-8175-2201)
- Vladimir Djapic (ORCID: https://orcid.org/0000-0002-8661-0269)
- Emilio Corchado
- Jorge Herrera Santos (ORCID: https://orcid.org/0000-0002-0236-4321)
- Sebastián López Flórez (ORCID: https://orcid.org/0000-0002-8890-9184)
Institutions
- Universidad de Salamanca (ES)
Publication Details
- Journal
- Journal of Marine Science and Engineering
- Published
- 2024-12-07
- DOI
- https://doi.org/10.3390/jmse12122250
- Citations
- 1
- Primary Topic
- Maritime and Coastal Archaeology
- Type
- article
- Field-Weighted Citation Impact
- 2.92
Funders
- European Commission