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Robust Student’s t-Based Stochastic Cubature Filter for Nonlinear Systems With Heavy-Tailed Process and Measurement Noises

open access: yesIEEE Access, 2017
In this paper, a new robust Student's t-based stochastic cubature filter (RSTSCF) is proposed for a nonlinear state-space model with heavy-tailed process and measurement noises.
Yulong Huang, Yonggang Zhang
doaj   +1 more source

The Square-Root Unscented and the Square-Root Cubature Kalman Filters on Manifolds

open access: yesSensors
Estimating the state of a system by fusing sensor data is a major prerequisite in many applications. When the state is time-variant, derivatives of the Kalman filter are a popular choice for solving that task.
Joachim Clemens, Constantin Wellhausen
doaj   +1 more source

Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models. [PDF]

open access: yesAnnu Int Conf IEEE Eng Med Biol Soc, 2021
Demirkaya A   +7 more
europepmc   +1 more source

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