Recursive parameter identification of the dynamical models for bilinear state space systems
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DOI: 10.1007/s11071-017-3594-y
Abstract: This paper investigates the recursive parameter and state estimation algorithms for a special class of nonlinear systems (i.e., bilinear state space systems). A state observer-based stochastic gradient (O-SG) algorithm is presented for the bilinear state… read more here.
Keywords: state; recursive parameter; state space; bilinear state ... See more keywords
Gaussian-Versoria Mixed Kernel Correntropy-Based Robust Parameter and State Estimation for Bilinear State-Space Systems with Non-Gaussian Process and Measurement Noises
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DOI: 10.3390/axioms14080630
Abstract: This paper investigates the joint state and parameter estimation issue of the bilinear state–space system with non-Gaussian process noise and non-Gaussian measurement noise. Tackling such an issue is challenging because either of these noises may… read more here.
Keywords: bilinear state; parameter; estimation; mixed kernel ... See more keywords