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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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Bibliografske podrobnosti
izdano v:Sensors (Basel)
Main Authors: Zhao, Xin, Li, Jianli, Yan, Xunliang, Ji, Shaowen
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2018
Teme:
Online dostop: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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