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UAV-FD: a dataset for actuator fault detection in multirotor drones - MaRDI portal

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UAV-FD: a dataset for actuator fault detection in multirotor drones

From MaRDI portal



DOI10.5281/zenodo.7648996Zenodo7648996MaRDI QIDQ6695218

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 26 February 2023

Copyright license: No records found.



Description

This dataset collects real flight data from a hexarotor under the effects of a chipped blade. A conventional ArduPilot based controller is employed, where the ArduPilot firmware is customized to increase the signal logging rate of the IMU variables, thus capturing enough information at higher frequencies. Additional variables are available, including on-board measurements, commands, estimations,and parameters; in particular, the actual speed of each motoris measured as well. The purpose of the UAV-FD dataset is to accelerate the research on actuator fault diagnosis for multirotor vehicles.






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