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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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書目詳細資料
發表在:Sensors (Basel)
Main Authors: Zhao, Xin, Li, Jianli, Yan, Xunliang, Ji, Shaowen
格式: Artigo
語言:Inglês
出版: MDPI 2018
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在線閱讀: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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