AIS Data Driven CNN-BiGRU Model for Ship Target Classification

Author:

Wang Yujun,Guo Jian,Xu Li,Li Kexin,Li Zongming

Publisher

Springer Nature Switzerland

Reference35 articles.

1. Chen, J.H., Lu, F., Peng, G.J.: The progress of research in maritime vessel trajectory analysis. China Navig. 35(3), 53–57 (2012)

2. Deng, Z., Li, Z.F., Duan, W., Li, Z.K.: Spatial-temporal distribution pattern of ship activity in maritime silk road based on AIS data. Econ. Geogr. 41(4), 15–22 (2021)

3. Liang, Y., Zhang, H.: Ship track prediction based on AIS data and PSO optimized LSTM network. Int. Core J. Eng. 6(5), 23–33 (2020)

4. Zhou, Y.: Research on collaborative IoT big data processing system in maritime transportation. Naval Sci. Technol. 39(2), 135–137 (2017)

5. Zhou, L., Zhao, X.S., Wang, J.G., Tang, J.B., Bai, Y.Y.: Research on BDS application in maritime intelligent transport security system. J. Navig. Position. 3(2), 11–15 (2015)

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