An Iterative Nonlinear Filter Using Variational Bayesian Optimization

We propose an iterative nonlinear estimator based on the technique of variational Bayesian optimization. The posterior distribution of the underlying system state is approximated by a solvable variational distribution approached iteratively using evidence lower bound optimization subject to a minima...

Descripción completa

Detalles Bibliográficos
Autores principales: Hu, Yumei, Wang, Xuezhi, Lan, Hua, Wang, Zengfu, Moran, Bill, Pan, Quan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308601/
https://www.ncbi.nlm.nih.gov/pubmed/30513784
http://dx.doi.org/10.3390/s18124222

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308601/
https://www.ncbi.nlm.nih.gov/pubmed/30513784
http://dx.doi.org/10.3390/s18124222

Ejemplares similares