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Repository Information

  • Sensor Fusion with GPS, IMU with tightly-coupled method. Algorithm is performed with GTSAM 4.x and IMU Pre-integration.
  • Initial Release (v 1.0)
  • Safety Rule IMU under 100Hz / KITTI, ComplexUrbanData Config Add (v 1.2)

Fusion Ability

GPS-IMU

  • Main GPS-IMU Package for Sensor Fusion

GPS-IMU-ODOM

  • Remained for Future Works

GPS-IMU-VISION

  • Remained for Future Works

Pre Requirements

Ubuntu

  • Ubuntu 18.04 / 20.04

ROS - Robot-Operating-System

  • ROS Melodic (with Bionic Beaver)
  • ROS Noetic (with Focal Fossa)

GTSAM

How to Use

cd catkin_ws/  
git clone https://github.com/iismn/AGV-SENSOR-FUSION
cd .. && catkin_make

Test Environment

TEST SENSOR

  • Xsense MTI-30 AHRS IMU / 300Hz
  • Ublox M8P RTK-GPS / 10Hz

Reference

  • IMU Preintegration on Manifold for Efficient Visual-Inertial Maximum-a-Posteriori Estimation, Christian Forster, Luca Carlone, Frank Dellaert, and Davide Scaramuzza, RSS11 PDF

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SENSOR FUSION PKG (GPS,IMU,VISION)

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