Flight Data of A Quadrotor Launched in the Air while Learning its own Flight Model and Controller
收藏DataCite Commons2024-09-05 更新2024-10-19 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,为两篇学术论文的分析工作提供核心支撑:
[1] T. M. Blaha、E. J. J. Smeur与B. D. W. Remes,《仅通过单次投掷实现未知四旋翼飞行器控制》,2024年6月17日,arXiv:2406.11723,已被智能机器人与系统国际会议(IROS, Intelligent Robots and Systems)2024收录
[2] T. M. Blaha、E. J. J. Smeur、B. D. W. Remes与C. C. de Visser,《执行器与传感器配置未知的四旋翼飞行器飞行》,2024年,已被国际微型飞行器会议(IMAV, International Micro Air Vehicles Conference)2024收录
本数据集主要记录了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米高度的空中;
2. 丢失其内部控制器参数(参考文献[1]),同时丢失惯性测量单元(IMU, Inertial Measurement Unit)相对于执行器的安装方位信息(参考文献[2]);
3. 按照参考文献[1]的设定接收一系列电机指令;
4. 在缺失参数被辨识、合适的控制参数计算完成后,自主恢复至位置设定点。
本仿真数据由<https://github.com/tudelft/indiflightSupport/tree/iros_imav_2024>生成(快照版本也可通过<http://doi.org/10.4121/a5fa60a7-805c-4e13-a65e-1c65454eaa53>获取),该仓库同时包含复现上述论文图表所需的工具代码。
有关该飞行器的更多信息可访问<https://github.com/tudelft/indiflightSupport/wiki>
提供机构:
4TU.ResearchData
创建时间:
2024-09-02



