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Adaptive Maximum Correntropy Gaussian Filter Based on Variational Bayes

In this paper, we investigate the state estimation of systems with unknown covariance non-Gaussian measurement noise. A novel improved Gaussian filter (GF) is proposed, where the maximum correntropy criterion (MCC) is used to suppress the pollution of non-Gaussian measurement noise and its covarianc...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Wang, Guoqing, Gao, Zhongxing, Zhang, Yonggang, Ma, Bin
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6021905/
https://ncbi.nlm.nih.gov/pubmed/29914205
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18061960
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