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Moving Horizon Estimation Localization

Package Summary

This repository is a ROS package witten in python and contains the code for a generic multisensor fusion scheme based on Moving Horizon Estimation for the localization of arial and ground autonomous platforms. The package accepts arbitrary number of sensors measurmenets. The messages types accepted by the package are sensors_msgs/Imu and nav_msgs/Odometry

Maintainer Status: maintained

Maintainer: Mostafa Osman

Author: Mostafa Osman

If you use this code in your research, please cite:

@article{osman2021generic,
  title={A generic multi-sensor fusion scheme for localization of autonomous platforms using moving horizon estimation},
  author={Osman, Mostafa and Mehrez, Mohamed W and Daoud, Mohamed A and Hussein, Ahmed and Jeon, Soo and Melek, William},
  journal={Transactions of the Institute of Measurement and Control},
  pages={01423312211011454},
  year={2021},
  publisher={SAGE Publications Sage UK: London, England}
}

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This repo contains the python code for a generic multisensor fusion based Moving Horizon Estimation (MHE) for the localization of autonomous platforms (arial or ground)

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