Flight logs of Drone-based Autonomous Motion Planning System for Outdoor Environments under Object Detection Uncertainty
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This dataset comprises flight logs from simulation tests from the paper: Drone-based Autonomous Motion Planning System for Outdoor Environments under Object Detection Uncertainty.
The UAV sysem was illustrated with an emulated Search and Rescue mission, where a person last seen in a bushland needs to be found.
The probabilistic-based motion planner was tested with the victim placed in two locations. The first one in an open area, and the second surrounded by obstacles (trees). Three flight modes were assesed to compare the performance of our apporach with a baseline motion planner. Each flight mode and vicitm location was tested for 20 iterations.
This record contains the following items:
- Flight logs from PX4 autopilot.
- ROSbags with topics such as processed frame, victim detection status, local position of the UAV and TFs.
- KMLs of recorded GNSS position coordinates of the victim per flight mode.
- Auxiliary scripts to replay the recordings in bash and Python (requires a local installation of ROS melodic to replay the ROSbags).
Geographical area of data collection
kmlPolyCoords
153.028076,-27.467712
Publications
Sandino, Juan, Maire, Frederic, Caccetta, Peter, Sanderson, Conrad, & Gonzalez, Luis Felipe (2021) Drone-Based Autonomous Motion Planning System for Outdoor Environments under Object Detection Uncertainty. Remote Sensing, 13(21), Article number: 4481.
https://eprints.qut.edu.au/225962/
Research areas
Control
engineering,
mechatronics
and
robotics
Decision
making
Autonomous
vehicle
systems
Cite this collection
Sandino, Juan; Maire, Frederic; Caccetta, Peter; Sanderson, Conrad; Gonzalez, Felipe; (2021): Flight logs of Drone-based Autonomous Motion Planning System for Outdoor Environments under Object Detection Uncertainty. Queensland University of Technology. (Dataset) http://researchdatafinder.qut.edu.au/individual/n128955
Data file types
QGroundControl flight plan (.plan); CSV records (.csv); ROSbags ROS Melodic (.bag); KML files (.kml); Bash scripts (.sh); Python scripts (.py); Shapefile (.shp); Pixhawk 4 flight parameters (.params); and RViz configuration (.rviz).
Licence
Copyright
© CSIRO Data61, 2021.
Dates of data collection
From 2021-01-28 to 2021-07-05
Connections
Has association with
Has chief investigator
Contacts
Name: Juan Sandino
Email: j.sandino@qut.edu.au
Other
Date record created:
2021-11-04T12:03:19
Date record modified:
2022-03-08T09:45:13
Record status:
Published - Open Access