Multiclass Classification Fault Diagnosis of Multirotor UAVs Utilizing a Deep Neural Network
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Science Applications,Control and Systems Engineering
Link
https://link.springer.com/content/pdf/10.1007/s12555-021-0729-1.pdf
Reference46 articles.
1. P. Yang, Z. Liu, D. Li, Z. Zhang, and Z. Wang, “Sliding mode predictive active fault-tolerant control method for discrete multi-faults system,” International Journal of Control, Automation, and Systems, vol. 19, no. 3, pp. 1228–1240, 2021.
2. Z. Cen, H. Noura, T. B. Susilo, and Y. A. Younes, “Robust fault diagnosis for quadrotor UAVs using adaptive thau observer,” Journal of Intelligent & Robotic Systems, vol. 73, no. 1–4, pp. 573–588, 2014.
3. F. R. López-Estrada, J.-C. Ponsart, D. Theilliol, Y. Zhang, and C.-M. Astorga-Zaragoza, “LPV model-based tracking control and robust sensor fault diagnosis for a quadrotor UAV,” Journal of Intelligent & Robotic Systems, vol. 84, no. 1–4, pp. 163–177, 2016.
4. M. Saied, B. Lussier, I. Fantoni, H. Shraim, and C. Francis, “Fault diagnosis and fault-tolerant control of an octorotor UAV using motors speeds measurements,” IFAC-PapersOnLine, vol. 50, no. 1, pp. 5263–5268, 2017.
5. R. C. Avram, X. Zhang, and J. Muse, “Quadrotor actuator fault diagnosis and accommodation using nonlinear adaptive estimators,” IEEE Transactions on Control Systems Technology, vol. 25, no. 6, pp. 2219–2226, 2017.
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