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Consistency checks for particle filters
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006An "inconsistent" particle filter produces--in a statistical sense--larger estimation errors than predicted by the model on which the filter is based. Two test variables are introduced that allow the detection of inconsistent behavior. The statistical properties of the variables are analyzed.
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Data assimilation with sensitivity-based particle filter: A simulation study with AquaCrop
Computers and Electronics in Agriculture, 2023Raphaël Linker
exaly
A new sampling method in particle filter based on Pearson correlation coefficient
Neurocomputing, 2016Yuanqing Xia, Zhihong Deng
exaly
Intelligent Particle Filter and Its Application on Fault Detection of Nonlinear System
IEEE Transactions on Industrial Electronics, 2015Shen Yin
exaly
CamShift guided particle filter for visual tracking
Pattern Recognition Letters, 2009Xiaokang Yang, Songyu Yu
exaly
PARTICLE FILTERING DEVICE AND PARTICLE FILTERING METHOD
2022LEE KYUSANG +3 more
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