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Improving Inertial Navigation Accuracy with Bias Modeling
Ist Teil von
Recent Trends in Naval Engineering Research, 2021, p.277-304
Ort / Verlag
Switzerland: Springer International Publishing AG
Erscheinungsjahr
2021
Link zum Volltext
Quelle
Alma/SFX Local Collection
Beschreibungen/Notizen
Navigation-grade gyroscopes and accelerometers are well-known to have bias in their output. This bias contributes significantly to the error in the time-evolving position solution of the inertial navigation systems (INS).
The innovation in this paper is the approach of modeling the bias at the solution level as linear function and estimating the bias using unbiased velocity measurement which is available in the sensor suite for underwater vehicles. Moreover, a model switching scheme is used to more accurately correct the position estimates when the vehicle maneuvers. Motion models for nearly straight line motion and turning models are used.