Performance Guarantees for Spectral Initialization in Rotation Averaging and Pose-Graph SLAM

In this work we present the first initialization methods equipped with explicit performance guarantees adapted to the pose-graph simultaneous localization and mapping (SLAM) and rotation averaging (RA) problems. SLAM and rotation averaging are typically formalized as large-scale nonconvex point esti...

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Bibliographic Details
Main Authors: Doherty, Kevin J., Rosen, David M., Leonard, John J.
Format: Article
Language:English
Published: IEEE 2024
Online Access:https://hdl.handle.net/1721.1/153755