ZUPT Aided GNSS Factor Graph with Inertial Navigation Integration for Wheeled Robots
Robotics
2021-12-15 v1
Abstract
In this work, we demonstrate the importance of zero velocity information for global navigation satellite system (GNSS) based navigation. The effectiveness of using the zero velocity information with zero velocity update (ZUPT) for inertial navigation applications have been shown in the literature. Here we leverage this information and add it as a position constraint in a GNSS factor graph. We also compare its performance to a GNSS/inertial navigation system (INS) coupled factor graph. We tested our ZUPT aided factor graph method on three datasets and compared it with the GNSS-only factor graph.
Cite
@article{arxiv.2112.07176,
title = {ZUPT Aided GNSS Factor Graph with Inertial Navigation Integration for Wheeled Robots},
author = {Cagri Kilic and Shounak Das and Eduardo Gutierrez and Ryan Watson and Jason Gross},
journal= {arXiv preprint arXiv:2112.07176},
year = {2021}
}
Comments
9 pages, 8 figures, Preprint Version. Published in ION GNSS+ 2021