Flight Data of A Quadrotor Launched in the Air while Learning its own Flight Model and Controller
收藏4TU.ResearchData2024-09-05 更新2026-04-23 收录
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These flight logs and simulation datafiles form the basis of the analysis of<br>[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<br>They primarily show a small multirotor(s) response to1. 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<br>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.<br>More information on the craft is available at <https://github.com/tudelft/indiflightSupport/wiki>
本数据集包含飞行日志与仿真数据文件,为下述两篇论文的分析工作提供支撑:
[1] T. M. Blaha、E. J. J. Smeur与B. D. W. Remes,《仅通过单次抛投实现未知四旋翼飞行器的控制》,2024年6月17日,arXiv:2406.11723,已被IROS 2024收录
[2] T. M. Blaha、E. J. J. Smeur、B. D. W. Remes与C. C. de Visser,《针对执行器与传感器配置未知的四旋翼飞行器开展飞行操控》,2024年,已被IMAV 2024收录
本数据集主要展示小型多旋翼飞行器的如下响应过程:
1. 通过预设编程的“弹射”飞行模式被发射至约4米高度;
2. 丢失内部控制器参数[1],同时丢失惯性测量单元(Inertial Measurement Unit,IMU)相对于执行机构的位姿信息[2];
3. 接收基于文献[1]设计的一系列电机控制指令;
4. 在缺失参数完成辨识、合适的控制参数计算得到后,自主恢复至位置设定点。
本数据集的仿真数据由<https://github.com/tudelft/indiflightSupport/tree/iros_imav_2024>生成(快照存档于<http://doi.org/10.4121/a5fa60a7-805c-4e13-a65e-1c65454eaa53>),该仓库同时包含复现上述论文中图表所需的工具代码。
有关该飞行器平台的更多详细信息,可访问<https://github.com/tudelft/indiflightSupport/wiki>获取。
提供机构:
Smeur, Ewoud
创建时间:
2024-09-05



