This article reviews and investigates several basic recursive parameter identification
methods for a general stochastic system with colored noise (ie, output-error autoregressive …

For equation‐error autoregressive moving average systems, that is, Box–Jenkins systems,
this paper presents a filtered auxiliary model generalized extended stochastic gradient …

This article investigates the parameter identification problems of the stochastic systems
described by the input‐nonlinear output‐error (IN‐OE) model. This IN‐OE model consists of …

This article proposes a novel identification framework for estimating the parameters of the
controlled autoregressive autoregressive moving average (CARARMA) models with colored …

This paper studies the parameter estimation problems of feedback nonlinear systems.
Combining the multi‐innovation identification theory with the negative gradient search, we …

The fractional‐order equivalent circuit model can reflect the internal reaction mechanism of a
lithium‐ion battery well. This article aims to design an effective model and optimization …

This paper focuses on iterative parameter estimation methods for a nonlinear closed-loop
system (ie, a nonlinear feedback system) with an equation-error model for the open-loop …

The rational fraction system is a special nonlinear system, the existence of the denominator
polynomial leads to the difficulty of identifying rational fraction models. Inspired by the …

With the deep research of the fractional-order (FO) calculus theory, it has been found that the
FO model can more realistically depict electromechanical devices with viscoelastic …

By using the collected batch data and the iterative search, and based on the filtering
identification idea, this article investigates and proposes a filtered multi‐innovation …