Modellüberwachung für auf Maschinenlernen Basierende Mapping-Systeme

Details

Veröffentlichungs-Nr.

EP4737852

Anmeldetag

14. Mai 2024

Veröffentlichung

6. Mai 2026

Rechtsraum

EP

IPC

G01C21/00, G01C21/34, G05D1/86

Abstract

A system for monitoring performance of predictive models within robotic mapping systems. A prediction unit is communicatively coupled to one or more sensors configured to obtain measurements of an environment. The prediction unit comprises a predictive model operable to generate one or more features from a signal obtained from the one or more sensors. A mapping unit is configured to construct a map of the environment based at least in part on data derived from the signal and/or the one or more features. A monitoring unit is configured to determine a performance value associated with the one or more features generated by the predictive model, where the performance value quantifies a performance metric for the predictive model, compare the performance value to a performance criterion, and when the performance value does not satisfy the performance criterion, cause execution of an action to adjust operation of the mapping unit.

Anmelder

Firmen

Rosenxt Holding AG
Rovco Limited

Land

🇨🇭 Schweiz

Fachgebiete