Flying with Cartographer: Adapting the Cartographer 3D Graph SLAM Stack for UAV Navigation
2021 Aerial Robotic Systems Physically Interacting with the Environment (AIRPHARO)(2021)
Abstract
This paper describes an application of the Cartographer graph SLAM stack as a pose sensor in a UAV feedback control loop, with certain application-specific changes in the SLAM stack such as smoothing of the optimized pose. Pose estimation is performed by fusing 3D LiDAR/IMU-based proprioception with GPS position measurements by means of pose graph optimisation. Moreover, partial environment maps b...
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Key words
drone,SLAM,Cartographer,Octree,navigation
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