AEROS: AdaptivE RObust Least-Squares for Graph-Based SLAM

In robot localisation and mapping, outliers are unavoidable when loop-closure measurements are taken into account. A single false-positive loop-closure can have a very negative impact on SLAM problems causing an inferior trajectory to be produced or even for the optimisation to fail entirely. To add...

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Bibliographic Details
Main Authors: Milad Ramezani, Matias Mattamala, Maurice Fallon
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frobt.2022.789444/full