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Dataset - Unlocking Aerobatic Potential of Quadcopters: Autonomous Freestyle Flight Generation and Execution

Authors: Wang, Mingyang; Wang, Qianhao; Wang, Ze; Gao, Yuman; Wang, Jingping; Cui, Can; Li, Yuan; +4 Authors

Dataset - Unlocking Aerobatic Potential of Quadcopters: Autonomous Freestyle Flight Generation and Execution

Abstract

Dataset for manuscripts "Unlocking Aerobatic Potential of Quadcopters: Autonomous Freestyle Flight Generation and Execution". This dataset includes the raw data for the images in the manuscript except for the schematic drawings. Large-scale aerobatic flight Code: outdoor.mlx Data: outdoor_data/ outdoor_final.bag: This rosbag captures all essential data during outdoor flight in real-world experiments. outdoor_map.pcd: Pointcloud map file of the outdoor flight environment. [ManeuverName]View[id].mp4: Video files showcasing different maneuvers from various perspectives during rosbag playback in Rviz visualization software. Successive aerobatic maneuvers in cramped quarters Code: indoor.mlx Data: indoor_data/ nokov[id].bag: The rosbag captures all essential data during indoor flight in real-world experiments. Each bag representing a single aerobatic flight. Data package representing indoor experimental flights, with each package representing a single flight. indoor_map.pcd: Pointcloud map file of the indoor flight environment. Any combination of aerobatic intentions Data: intention_simulation/ [ManeuverName]_Intention.png: Input aerobatic intentions. [ManeuverName]_Action.png: Maneuvers generated based on intentions. These pictures are rendered using Blender. Ablation analyses Yaw compensation Code: ablation_yaw_comp.mlx yaw_sensitivity.mlx Data: ablation_data/YawComp/ [with/without]YCM.mp4: Slow-motion footage of the drone executing flight trajectories in the yaw-sensitive area at 1/50th of the original speed. [with/without]YCM.txt: State computation of the entire trajectory, with a time interval of 0.2 microseconds for each line of state. Trajectory optimization Code: ablation_traj_opt.mlx attitude_penalty.mlx Data: ablation_data/TrajOpt/ OptTrajRet.txt: Various evaluation metrics obtained from 90 trajectory generations. [ManeuverName]_[OptimizeCondition].png: Typical optimized trajectories under different optimization conditions for various maneuvers.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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Average