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Loosely Coupled Visual-Inertial-Wheel Odometry (VIWO)

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A Proposal for Odometry of a Greenhouse Robot

Paper

Algorithm used

  • Visual Odometry - ORB SLAM2
  • EKF - Robot_localization
  • Methods of fusing sensors - Proposed algorithm, VO, VIO

Each algorithms was verified in the following scenarios

  • Scenario 1 - On Pipe
  • Scenario 2 - On Headland
  • Sceanrio 3 - Entire enviornment (Validation)

Config

4 different config.yaml files for robot_localization package

rosmsg_to_tum

Save various ros message into TUM.txt files

sensor_filter_node

Proposed algorithm used in the research.

1655787996122

Results

1

2

3

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