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Implementation of a Gaussian process regression for motion prediction in target-tracking scenarios (currently under development). Based on C++ used within ROS environment.

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martinbchnr/gauss_traj_estimator

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gauss_traj_estimator


This package contains a ROS implementation (C++) of a Gaussian process regression predicting the future trajectory of an unknown target in intricate dense 3D-environments based on sampling-rejection principle for exploration.

This package utilizes the C++ libraries roscpp, Eigen, octomap as well es dynamicEDT-3D:

  • eigen3-library (C++)
  • ros-melodic-octomap
  • ros-melodic-octomap-msgs
  • dynamicEDT3D

sudo make install for dynamicEDT3D (non-ROS package)

ros-melodic-octomap-mapping ros-melodic-octomap-ros ros-melodic-octomap-server

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Implementation of a Gaussian process regression for motion prediction in target-tracking scenarios (currently under development). Based on C++ used within ROS environment.

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