Multi-target association algorithm of AIS-radar tracks using graph matching-based deep neural network

• Published in: Ocean engineering Vol. 266; p. 112208
• Main Authors: Yang, Yipu, Yang, Fan, Sun, Liguo, Xiang, Ti, Lv, Pin
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 15.12.2022
• Subjects: Automatic identification system (AIS); Graph matching; Graph neural network; Optimal transport; Radar track association; Radar track association; Automatic identification system (AIS); Optimal transport; Graph neural network; Graph matching

Automatic Identification System(AIS) and radar track association is a challenging subject in dense scenes in which there are some undesirable factors, such as multiple targets, complicated target movement patterns, and asynchronous track information, causing inaccurate and inefficient track correlat...