Multi-Density Adaptive Trajectory Clustering Algorithm for Ships Based on AIS Data

Multi-Density Adaptive Trajectory Clustering Algorithm for Ships Based on AIS Data

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...

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Bibliographic Details
Main Authors: Yingjian Zhang, Xiaoyu Yuan, Meng Li, Guang Zhao, Hongbo Wang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
AIS data
density-based spatial clustering of applications with noise (DBSCAN) algorithm
multi-density adaptive trajectory clustering (MDA-Traclus) algorithm
trajectory clustering
Online Access:https://ieeexplore.ieee.org/document/10268431/

Internet

https://ieeexplore.ieee.org/document/10268431/

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