Observability-constrained vision-aided inertial navigation

This disclosure describes techniques for reducing or eliminating estimator inconsistency in vision-aided inertial navigation systems (VINS). For example, an observability-constrained VINS (OC-VINS) is described which enforce the unobservable directions of the system to prevent spurious information g...

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Hauptverfasser: HESCH JOEL, ROUMELIOTIS STERGIOS I, KOTTAS DIMITRIOS G, GUO CHAO
Format: Patent
Sprache:eng
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Zusammenfassung:This disclosure describes techniques for reducing or eliminating estimator inconsistency in vision-aided inertial navigation systems (VINS). For example, an observability-constrained VINS (OC-VINS) is described which enforce the unobservable directions of the system to prevent spurious information gain and reduce inconsistency.