Data-driven unsupervised anomaly detection and recovery of unmanned aerial vehicle flight data based on spatiotemporal correlation

Author:

Yang Lei,Li ShaoBo,Li ChuanJiang,Zhu CaiChao,Zhang AnSi,Liang GuoQiang

Publisher

Springer Science and Business Media LLC

Subject

General Engineering,General Materials Science

Reference39 articles.

1. Ullah S, Kim K I, Kim K H, et al. UAV-enabled healthcare architecture: Issues and challenges. Future Gen Comput Syst, 2019, 97: 425–432

2. Aggarwal S, Kumar N, Alhussein M, et al. Blockchain-based UAV path planning for healthcare 4.0: Current challenges and the way ahead. IEEE Network, 2021, 35: 20–29

3. Butilă E V, Boboc R G. Urban traffic monitoring and analysis using unmanned aerial vehicles (UAVs): A systematic literature review. Remote Sens, 2022, 14: 620

4. Li C, Li S, Zhang A, et al. A Siamese hybrid neural network framework for few-shot fault diagnosis of fixed-wing unmanned aerial vehicles. J Comput Des Eng, 2022, 9: 1511–1524

5. Liu Y, Ding W. A KNNS based anomaly detection method applied for UAV flight data stream. In: 2015 Prognostics and System Health Management Conference (PHM). Beijing, 2015. 1–8

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