Bagging-GPR method for ship RCS extrapolation in frequency domain

Bagging-GPR method for ship RCS extrapolation in frequency domain

Objective To solve the difficulty of obtaining a radar cross section (RCS) using traditional simulation and measurement methods under high frequency, this study proposes a hybrid method which combines bootstrap aggregation (Bagging) and spectral mixture covariance function-based Gaussian process reg...

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Bibliographic Details
Main Authors: Muyu HOU, Shuhong GONG, Donghai XIAO, Yanchun ZUO, Yu LIU
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2023-08-01
Series:Zhongguo Jianchuan Yanjiu
Subjects:
radar cross section
ships
gaussian process regression
bootstrap aggregating
extrapolation.
Online Access:http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03147

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http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03147

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