自动化学报2005，Vol.31Issue(1)：151-160,10.
Stochastic Distribution Control of Singular Systems: Output PDF Shaping
Stochastic Distribution Control of Singular Systems: Output PDF Shaping
摘要
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.关键词
Singular systems/dynamic stochastic systems/probability density function (PDF)/B-splines neural networksKey words
Singular systems/dynamic stochastic systems/probability density function (PDF)/B-splines neural networks分类
信息技术与安全科学引用本文复制引用
H. YUE,A.J.A. LEPRAND,H. WANG..Stochastic Distribution Control of Singular Systems: Output PDF Shaping[J].自动化学报,2005,31(1):151-160,10.基金项目
Supported by the Research Fund of Chinese Academy of Sciences (2004-1-4) （2004-1-4）
