A study on input noise second-order filtering and smoothing of linear stochastic discrete systems with packet dropouts

Abstract We investigate non-Gaussian noise second-order filtering and fixed-order smoothing problems for non-Gaussian stochastic discrete systems with packet dropouts. We present a novel Kalman-like nonlinear non-Gaussian noise estimation approach based on the packet dropout probability distribution...

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Hlavní autoři: Huihong Zhao, Zhifang Li, Bin Li, Tongxing Li
Médium: Artigo
Jazyk:Inglês
Vydáno: SpringerOpen 2020-09-01
Edice:Advances in Difference Equations
Témata:
Non-Gaussian stochastic discrete systems
Packet dropouts
Polynomial filtering
Filtering and smoothing
Innovation approach
On-line přístup:http://link.springer.com/article/10.1186/s13662-020-02903-7
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