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