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Robust Adaptive Cubature Kalman Filter and Its Application to Ultra-Tightly Coupled SINS/GPS Navigation System

In this paper, we propose a robust adaptive cubature Kalman filter (CKF) to deal with the problem of an inaccurately known system model and noise statistics. In order to overcome the kinematic model error, we introduce an adaptive factor to adjust the covariance matrix of state prediction, and proce...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Zhao, Xin, Li, Jianli, Yan, Xunliang, Ji, Shaowen
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6068486/
https://ncbi.nlm.nih.gov/pubmed/30036935
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18072352
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