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Stochastic distribution control of singular systems : output PDF shaping

Yue, H. and Leprand, A.J.A. and Wang, H. (2005) Stochastic distribution control of singular systems : output PDF shaping. Acta Automatica Sinica, 31 (1). pp. 151-160.

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Abstract

This paper presents a new algorithm designed to control the shape of the output probability density function (PDF) of singular systems subjected to non-Gaussian input. The aim is to select a control input uk such that the output PDF is made as close as possible to a given PDF. Based on the B-spline neural network approximation of the output PDF, the control algorithm is formulated by extending the developed PDF control strategies of non-singular systems to singular systems. It has been shown that under certain conditions the stability of the closed-loop system can be guaranteed. Simulation examples are given to show the effectiveness of the proposed control algorithm

Item type: Article
ID code: 36706
Keywords: singular systems, dynamic stochastic systems , probability density function (PDF) , B-splines neural networks , 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 12:36
    Last modified: 07 Feb 2013 15:20
    URI: http://strathprints.strath.ac.uk/id/eprint/36706

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