1. PIXHAWK: A micro aerial vehicle design for autonomous flight using onboard computer vision.
- Author
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Meier, Lorenz, Tanskanen, Petri, Heng, Lionel, Lee, Gim, Fraundorfer, Friedrich, and Pollefeys, Marc
- Subjects
MICRO air vehicles ,COMPUTER vision ,AUTONOMOUS spacecraft ,AERONAUTICS ,FLIGHT control systems ,SYNCHRONIZATION ,VEHICLE design & construction - Abstract
We describe a novel quadrotor Micro Air Vehicle (MAV) system that is designed to use computer vision algorithms within the flight control loop. The main contribution is a MAV system that is able to run both the vision-based flight control and stereo-vision-based obstacle detection parallelly on an embedded computer onboard the MAV. The system design features the integration of a powerful onboard computer and the synchronization of IMU-Vision measurements by hardware timestamping which allows tight integration of IMU measurements into the computer vision pipeline. We evaluate the accuracy of marker-based visual pose estimation for flight control and demonstrate marker-based autonomous flight including obstacle detection using stereo vision. We also show the benefits of our IMU-Vision synchronization for egomotion estimation in additional experiments where we use the synchronized measurements for pose estimation using the 2pt+gravity formulation of the PnP problem. [ABSTRACT FROM AUTHOR]
- Published
- 2012
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