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Multi-step predictive control of a PDF-shaping problem

Wang, H. and Zhang, J.F. and Yue, H. (2005) Multi-step predictive control of a PDF-shaping problem. Acta Automatica Sinica, 31 (2). pp. 274-279.

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Abstract

A predictive control strategy is proposed for the shaping of the output probability density function (PDF) of linear stochastic systems. The B-spline neural network is used to set up the output PDF model and therefore converts the PDF-shaping into the control of B-spline weights vector. The Diophantine equation is then introduced to formulate the predictive PDF model, based on which a moving-horizon control algorithm is developed so as to realize the predictive PDF tracking performance.

Item type: Article
ID code: 36703
Keywords: probability density function (PDF) , predictive control , B-spline functions , stochastic distribution , 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 11:15
    Last modified: 07 Feb 2013 15:19
    URI: http://strathprints.strath.ac.uk/id/eprint/36703

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