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cs.RO2026
When Your State Estimator Has Lost The Plot: Detecting Estimator Failures Via Spectral Analysis
Christian Lanegger, Helen Oleynikova, Roland Siegwart +1
Reliable onboard state estimation is essential for safe robotic operation, yet unmodeled disturbances, such as sensor aliasing or out-of-distribution noise, still cause estimators…
cs.RO2026
Depth Completion in Unseen Field Robotics Environments Using Extremely Sparse Depth Measurements
Marco Job, Thomas Stastny, Eleni Kelasidi +2
Autonomous field robots operating in unstructured environments require robust perception to ensure safe and reliable operations. Recent advances in monocular depth estimation have…