Heave compensation prediction based on echo state network with correntropy induced loss function

In this paper, a new prediction approach is proposed for ocean vessel heave compensation based on echo state network (ESN). To improve the prediction accuracy and enhance the robustness against noise and outliers, a generalized similarity measure called correntropy is introduced into ESN training, w...

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Detalles Bibliográficos
Autores principales: Huang, Xiaogang, Lei, Dongge, Cai, Lulu, Tang, Tianhao, Wang, Zhibin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6563959/
https://www.ncbi.nlm.nih.gov/pubmed/31194791
http://dx.doi.org/10.1371/journal.pone.0217361

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6563959/
https://www.ncbi.nlm.nih.gov/pubmed/31194791
http://dx.doi.org/10.1371/journal.pone.0217361

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