Chinese Journal of Ship Research, Volume. 18, Issue 4, 103(2023)
Bagging-GPR method for ship RCS extrapolation in frequency domain
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Table 1. Time-consumption summary for obtaining RCS data at 701 frequency sampling points via MLFMM and Bagging-GPR
View tableView in ArticleTable 1. Time-consumption summary for obtaining RCS data at 701 frequency sampling points via MLFMM and Bagging-GPR
角度 方法 采样时间/s 训练时间/s 外推时间/s 总时间/s $ \theta=0^{\circ} $ ，$ \varphi=120^{\circ} $ Bagging-GPR 3 682 378.074 566.178 0.077 3 682 944.329 $ \theta=0^{\circ} $ ，$ \varphi=120^{\circ} $ MLFMM 8 524 941.389 8 524 941.389 $ \theta=60^{\circ} $ ，$ \varphi=140^{\circ} $ Bagging-GPR 4 121 559.493 578.236 0.092 4 122 137.821 $ \theta=60^{\circ} $ ，$ \varphi=140^{\circ} $ MLFMM 9 178 285.490 9 178 285.490
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Muyu HOU, Shuhong GONG, Donghai XIAO, Yanchun ZUO, Yu LIU. Bagging-GPR method for ship RCS extrapolation in frequency domain[J]. Chinese Journal of Ship Research, 2023, 18(4): 103
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Received: Nov. 1, 2022
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Published Online: Mar. 20, 2025
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