Browsing by Subject "system identification"

Now showing items 1-3 of 3

    • A Bayesian approach for estimation of linear-regression LPV models 

      Golabi, A.; Meskin, Nader; Toth, R.; Mohammadpour, J. ( Institute of Electrical and Electronics Engineers Inc. , 2014 , Conference Paper)
      In this paper, a Bayesian framework for identification of linear parameter-varying (LPV) models with finite impulse response (FIR) dynamic structure is introduced, in which the dependency structure of LPV system on the ...

    • A Bayesian Approach for LPV Model Identification and Its Application to Complex Processes 

      Golabi, Arash; Meskin, Nader; Toth, Roland; Mohammadpour, Javad ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Article)
      Obtaining mathematical models that can accurately describe nonlinear dynamics of complex processes and be further used for model-based control design is a challenging task. In this brief, a Bayesian approach is introduced ...

    • Koopman Operator Approximation Under Negative Imaginary Constraints 

      Mabrok, Mohamed A.; Aksikas, Ilyasse; Meskin, Nader ( Institute of Electrical and Electronics Engineers Inc. , 2023 , Article)
      Nonlinear Negative Imaginary (NI) systems arise in various engineering applications, such as controlling flexible structures and air vehicles. However, unlike linear NI systems, their theory is not well-developed. In this ...