Stability of optimal filter higher-order derivatives

In many scenarios, a state-space model depends on a parameter which needs to be inferred from data. Using stochastic gradient search and the optimal filter first-order derivatives, the parameter can be estimated online. To analyze the asymptotic behavior of such methods, it is necessary to establish...

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Bibliographic Details
Main Authors: Tadic, VZB, Doucet, A
Format: Journal article
Language:English
Published: Elsevier 2020

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