Page 58 - 《应用声学》2025年第1期
P. 58

54                                                                                   2025 年 1 月


             [147] Liu Y N, Niu H Q, Li Z L. Source ranging using ensemble  volutional neural network for source localization in deep
                 convolutional networks in the direct zone of deep water[J].  ocean[J]. The Journal of the Acoustical Society of Amer-
                 Chinese Physics Letters, 2019, 36(4): 044302.     ica, 2020, 148(2): 873–883.
             [148] Chen R, Schmidt H. Model-based convolutional neural  [152] Liu Y N, Niu H Q, Li Z L, et al. Deep-learning source
                 network approach to underwater source-range estima-
                                                                   localization using autocorrelation functions from a single
                 tion[J]. The Journal of the Acoustical Society of America,
                                                                   hydrophone in deep ocean[J]. JASA Express Letters, 2021,
                 2021, 149(1): 405–420.
                                                                   1(3): 036002.
             [149] Yang Y, Guo L H, Gong Z X. Discrimination method of
                                                               [153] Liu W X, Yang Y X, Xu M Q, et al. Source localization
                 convergence zones in deep sea based on machine learn-
                                                                   in the deep ocean using a convolutional neural network[J].
                 ing[C]//Global Oceans 2020: Singapore-U.S. Gulf Coast.
                                                                   The Journal of the Acoustical Society of America, 2020,
                 October 5-30, 2020. Biloxi, MS, USA. IEEE, 2020: 1–4.
             [150] Wang W B, Ni H Y, Su L, et al. Deep transfer learn-  147(4): EL314–EL319.
                 ing for source ranging: Deep-sea experiment results[J].  [154] Liu Y N, Niu H Q, Yang S S, et al. Multiple source lo-
                 The Journal of the Acoustical Society of America, 2019,  calization using learning-based sparse estimation in deep
                 146(4): EL317–EL322.                              ocean[J]. The Journal of the Acoustical Society of Amer-
             [151] Liu Y N, Niu H Q, Li Z L. A multi-task learning con-  ica, 2021, 150(5): 3773–3786.
   53   54   55   56   57   58   59   60   61   62   63