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  1. No Access

    Article

    Hierarchical Recursive Least Squares Estimation Algorithm for Secondorder Volterra Nonlinear Systems

    This paper considers the parameter identification problems of a Volterra nonlinear system. In order to overcome the excessive calculation amount of the Volterra systems, a hierarchical least squares algorithm ...

    Jian Pan, Sunde Liu, Jun Shu, **angkui Wan in International Journal of Control, Automati… (2022)

  2. No Access

    Article

    Two-stage Gradient-based Iterative Estimation Methods for Controlled Autoregressive Systems Using the Measurement Data

    This paper considers the parameter identification problems of controlled autoregressive systems using observation information. According to the hierarchical identification principle, we decompose the controlle...

    Feng Ding, Lei Lv, Jian Pan, **angkui Wan… in International Journal of Control, Automati… (2020)

  3. No Access

    Article

    A filtering based multi-innovation extended stochastic gradient algorithm for multivariable control systems

    For a multivariable system with moving average noise (i.e., a multivariable controlled autoregressive moving average system), this paper proposes a filtering based extended stochastic gradient (ESG) algorithm ...

    Jian Pan, **ao Jiang, **angkui Wan… in International Journal of Control, Automati… (2017)