Aircraft Track Anomaly Detection Based on MOD-Bi-LSTM

Aircraft Track Anomaly Detection Based on MOD-Bi-LSTM

In order to ensure flight safety and eliminate hidden dangers, it is very important to detect aircraft track anomalies, which include track deviations and track outliers. Many existing track anomaly detection methods cannot make full use of multidimensional information of the relevant track. Based o...

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Bibliographic Details
Main Authors: Yupeng Cao, Jiangwei Cao, Zhiguo Zhou, Zhiwen Liu
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Electronics
Subjects:
anomaly detection
Multidimensional Outlier Descriptor (MOD)
Bi-directional Long-Short Time Memory (Bi-LSTM)
track outliers
track deviation
Online Access:https://www.mdpi.com/2079-9292/10/9/1007

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