Flight Data of A Quadrotor Launched in the Air while Learning its own Flight Model and Controller

doi:10.4121/0530be90-cc6c-4029-9774-670657882906.v2
The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/0530be90-cc6c-4029-9774-670657882906
Datacite citation style:
Blaha, Till; Smeur, Ewoud; Remes, Bart (2024): Flight Data of A Quadrotor Launched in the Air while Learning its own Flight Model and Controller. Version 2. 4TU.ResearchData. dataset. https://doi.org/10.4121/0530be90-cc6c-4029-9774-670657882906.v2
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite
Dataset
choose version:
version 2 - 2024-09-05 (latest)
version 1 - 2024-09-02

These flight logs and simulation datafiles form the basis of the analysis of


[1] T. M. Blaha, E. J. J. Smeur, and B. D. W. Remes, “Control of Unknown Quadrotors from a Single Throw,” Jun. 17, 2024, arXiv.2406.11723. Accepted at IROS 2024

[2] T. M. Blaha, E. J. J. Smeur, B. D. W. Remes, and C. C. de Visser “Flying a Quadrotor with Unknown Actuators and Sensor Configuration,” 2024, Accepted at IMAV 2024


They primarily show a small multirotor(s) response to

1. being launched in the air to about 4 meters altitude (by a pre-programmed "catapult" flight-mode)

2. forgetting its internal controller parameters [1]. Also forgetting the IMU orientation with respect to the actuators [2].

3. being subjected to a sequence of motor commands according to [1]

4. autonomous recovery to a position setpoint after the missing parameters have been identified and suitable control parameters have been calculated


The simulation data was generated with <https://github.com/tudelft/indiflightSupport/tree/iros_imav_2024> (snapshot also at <http://doi.org/10.4121/a5fa60a7-805c-4e13-a65e-1c65454eaa53>), which also contains the tools to reproduce the figures in the papers above.


More information on the craft is available at <https://github.com/tudelft/indiflightSupport/wiki>

history
  • 2024-09-02 first online
  • 2024-09-05 published, posted
publisher
4TU.ResearchData
format
csv, pkl, bfl
associated peer-reviewed publication
Control of Unknown Quadrotors from a Single Throw
organizations
TU Delft, Faculty of Aerospace Engineering, Section Control & Simulation

DATA

files (1)