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Adaptive Particle Filter for Nonparametric Estimation with Measurement Uncertainty in Wireless Sensor Networks

Particle filters (PFs) are widely used for nonlinear signal processing in wireless sensor networks (WSNs). However, the measurement uncertainty makes the WSN observations unreliable to the actual case and also degrades the estimation accuracy of the PFs. In addition to the algorithm design, few work...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Li, Xiaofan, Zhao, Yubin, Zhang, Sha, Fan, Xiaopeng
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4934212/
https://ncbi.nlm.nih.gov/pubmed/27249002
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s16060786
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