Anomaly Detection of Fixed-Wing Unmanned Aerial Vehicle (UAV) Based on Cross-Feature-Attention LSTM Network

Author:

Xu Li,Yang Yingduo,Wen Xiaoling,Fan Chunlong,Zhou QiaoliORCID

Publisher

Springer Nature Singapore

Reference31 articles.

1. Kopardekar, P., Rios, J., Prevot, T., Johnson, M., Jung, J., Robinson, J.E.: Unmanned aircraft system traffic management (UTM) concept of operations. In: AIAA Aviation and Aeronautics Forum (Aviation 2016), number ARC-E-DAA-TN32838 (2016)

2. González-Sieira, A., Cores, D., Mucientes, M., Bugarín, A.: Autonomous navigation for UAVs managing motion and sensing uncertainty. Robot. Auton. Syst. 126, 103455 (2020)

3. Khan, S., Liew, C.F., Yairi, T., McWilliam, R.: Unsupervised anomaly detection in unmanned aerial vehicles. Appl. Soft Comput. 83, 105650 (2019)

4. Ziegel, E.R.: Fault detection and diagnosis in industrial systems. Technometrics 44(2), 197 (2002)

5. Caswell, G., Dodd, E.: Improving UAV reliability, no. 301, p. 7 (2014)

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