Strathprints Home | Open Access | Browse | Search | User area | Copyright | Help | Library Home | SUPrimo

Shaping of output PDF based on the rational square-root b-spline model

Zhou, J. and Yue, H. and Wang, H. (2005) Shaping of output PDF based on the rational square-root b-spline model. Acta Automatica Sinica, 31 (3). pp. 343-351.

Full text not available in this repository. (Request a copy from the Strathclyde author)

Abstract

This paper presents a new method for the modeling and control of the output probability density functions (PDFs) of linear stochastic systems. At first, a new PDF approximation method, namely the rational square-root B-spline model is proposed and the innovative concept of pseudoweights is introduced. The new model is then compared with the existing B-spline models in terms of feasible domains. Next, a controller is developed to realize the output PDF tracking performance. An alternative minimal entropy control strategy is also provided for the case that no target PDF is available. Finally, illustrative examples indicate the effectiveness of the proposed algorithms.

Item type: Article
ID code: 36708
Keywords: dynamic stochastic systems , probability density function (PDF), B-spline neural network, robust control , minimum entropy control , Electrical engineering. Electronics Nuclear engineering
Subjects: Technology > Electrical engineering. Electronics Nuclear engineering
Department: Faculty of Engineering > Electronic and Electrical Engineering
Related URLs:
    Depositing user: Pure Administrator
    Date Deposited: 13 Jan 2012 12:43
    Last modified: 06 Dec 2013 20:30
    URI: http://strathprints.strath.ac.uk/id/eprint/36708

    Actions (login required)

    View Item