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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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Bibliografske podrobnosti
izdano v:Sensors (Basel)
Main Authors: Li, Xiaofan, Zhao, Yubin, Zhang, Sha, Fan, Xiaopeng
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2016
Teme:
Online dostop: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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