2023
DOI: 10.1109/access.2023.3321270
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Multi-Density Adaptive Trajectory Clustering Algorithm for Ships Based on AIS Data

Yingjian Zhang,
Xiaoyu Yuan,
Meng Li
et al.

Abstract: Automatic Identification System (AIS) can obtain a large amount of data on ship trajectories and movement characteristics, which provides data support for ship route planning, navigation safety, and maritime traffic control. Therefore, it is of great importance to analyze and cluster the AIS data to obtain an understanding of the movement behavior of ships. The Density-Based Spatial Clustering of Applications with Noise (DBSCAN) algorithm is capable of discovering arbitrarily shaped clusters and is suitable fo… Show more

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Cited by 5 publications
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References 36 publications
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