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http://hdl.handle.net/10071/19954
acessibilidade
Title: Edge computing approach for vessel monitoring system
Authors: Ferreira, J.
Martins, A.
Keywords: Vessel monitoring system
Sea transportation
Edge computing
Tracking
Issue Date: 2019
Publisher: MDPI AG
Abstract: A vessel monitoring system (VMS) is responsible for real-time vessel movement tracking. At sea, most of the tracking systems use satellite communications, which have high associated costs. This leads to a less frequent transmission of data, which reduces the reliability of the vessel location. Our research work involves the creation of an edge computing approach on a local VMS, creating an intelligent process that decides whether the collected data needs to be transmitted or not. Only relevant data that can indicate abnormal behavior is transmitted. The remaining data is stored and transmitted only at ports when communication systems are available at lower prices. In this research, we apply this approach to a fishing control process increasing the data collection process from once every 10 min to once every 30 s, simultaneously decreasing the satellite communication costs, as only relevant data is transmitted in real-time to the competent central authorities. Findings show substantial communication savings from 70% to 90% as only abnormal vessel behavior is transmitted. Even with a data collection process of once every 30 s, findings also show that the use of more stable fishing techniques and fishing areas result in higher savings. The proposed approach is assessed as well in terms of the environmental impact of fishing and potential fraud detection and reduction
Peer reviewed: yes
URI: http://hdl.handle.net/10071/19954
DOI: 10.3390/en12163087
ISSN: 1996-1073
Ciência-IUL: https://ciencia.iscte-iul.pt/id/ci-pub-61243
Accession number: WOS:000484454000050
Appears in Collections:BRU-RI - Artigos em revistas científicas internacionais com arbitragem científica
ISTAR-RI - Artigos em revistas científicas internacionais com arbitragem científica

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