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Comparison of Spectrum Estimation Methods for the Accurate Evaluation of Sea State Parameters †

The monitoring of sea state conditions, either for weather forecasting or ship seakeeping analysis, requires the reliable assessment of the sea spectra encountered by the ship, either as a final result or intermediate step for the measurement of the relevant wave-motion parameters. In current analys...

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Autores principales: Rossi, Giovanni Battista, Crenna, Francesco, Piscopo, Vincenzo, Scamardella, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7085676/
https://www.ncbi.nlm.nih.gov/pubmed/32150826
http://dx.doi.org/10.3390/s20051416
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author Rossi, Giovanni Battista
Crenna, Francesco
Piscopo, Vincenzo
Scamardella, Antonio
author_facet Rossi, Giovanni Battista
Crenna, Francesco
Piscopo, Vincenzo
Scamardella, Antonio
author_sort Rossi, Giovanni Battista
collection PubMed
description The monitoring of sea state conditions, either for weather forecasting or ship seakeeping analysis, requires the reliable assessment of the sea spectra encountered by the ship, either as a final result or intermediate step for the measurement of the relevant wave-motion parameters. In current analyses, different spectrum estimation methods, namely the Welch, Thomson and ARMA models, have been applied and compared based on a set of random wave signals, with different durations, representative of several sea state conditions. Subsequently, two sea spectrum reconstruction techniques were described and applied in order to detect the main sea state parameters, namely the significant wave height, the mean wave period and the spectrum peak enhancement factor. The performances of both spectral analysis and sea state reconstruction methods are discussed in order to provide some preliminary guidelines for practical application purposes. In this respect, based on current results, the Welch and Thomson methods seem to be the most promising techniques, combined with the nonlinear least-square reconstruction technique.
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spelling pubmed-70856762020-04-21 Comparison of Spectrum Estimation Methods for the Accurate Evaluation of Sea State Parameters † Rossi, Giovanni Battista Crenna, Francesco Piscopo, Vincenzo Scamardella, Antonio Sensors (Basel) Article The monitoring of sea state conditions, either for weather forecasting or ship seakeeping analysis, requires the reliable assessment of the sea spectra encountered by the ship, either as a final result or intermediate step for the measurement of the relevant wave-motion parameters. In current analyses, different spectrum estimation methods, namely the Welch, Thomson and ARMA models, have been applied and compared based on a set of random wave signals, with different durations, representative of several sea state conditions. Subsequently, two sea spectrum reconstruction techniques were described and applied in order to detect the main sea state parameters, namely the significant wave height, the mean wave period and the spectrum peak enhancement factor. The performances of both spectral analysis and sea state reconstruction methods are discussed in order to provide some preliminary guidelines for practical application purposes. In this respect, based on current results, the Welch and Thomson methods seem to be the most promising techniques, combined with the nonlinear least-square reconstruction technique. MDPI 2020-03-05 /pmc/articles/PMC7085676/ /pubmed/32150826 http://dx.doi.org/10.3390/s20051416 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rossi, Giovanni Battista
Crenna, Francesco
Piscopo, Vincenzo
Scamardella, Antonio
Comparison of Spectrum Estimation Methods for the Accurate Evaluation of Sea State Parameters †
title Comparison of Spectrum Estimation Methods for the Accurate Evaluation of Sea State Parameters †
title_full Comparison of Spectrum Estimation Methods for the Accurate Evaluation of Sea State Parameters †
title_fullStr Comparison of Spectrum Estimation Methods for the Accurate Evaluation of Sea State Parameters †
title_full_unstemmed Comparison of Spectrum Estimation Methods for the Accurate Evaluation of Sea State Parameters †
title_short Comparison of Spectrum Estimation Methods for the Accurate Evaluation of Sea State Parameters †
title_sort comparison of spectrum estimation methods for the accurate evaluation of sea state parameters †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7085676/
https://www.ncbi.nlm.nih.gov/pubmed/32150826
http://dx.doi.org/10.3390/s20051416
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