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arXiv Robotics — research abstracts· Baoshan Song·· 12 hours agoEditorial score48

Toward Certifiable State Estimation with Observability Degeneracy

Towards Certifiable State Estimation under Observability Degeneracy

Summary

This paper introduces a dual certification framework for non-convex state estimation. It addresses rank expansion in semidefinite relaxations under observability degeneracy, enabling global verification without direct solving. The method uses observability-aware search and closed-form dual recovery for efficiency.

Source: arXiv Robotics — research abstracts · Read original article ↗

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Source:arXiv Robotics — research abstracts · arxiv.org

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