Quanxi Zhan

OCE: an optimization convergence metric for LiDAR SLAM degeneracy detection

Abstract LiDAR-based Simultaneous Localization and Mapping (SLAM) systems suffer from environment-induced degeneracy in geometrically self-similar scenes such as tunnels and cylindrical structures, where the point cloud registration problem becomes ill-conditioned. Existing degen...