A rational spline model approximation and control of output probability density functions for dynamic stochastic systems

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	A rational spline model approximation and control of output probability density functions for dynamic stochastic systems
	Wang, H ; Yue, H
发表期刊	TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
	2003
卷号	25 期号:2 页码:93-105
文章类型	Article
摘要	This paper presents a new method to model and control the shape of the output probability density functions for dynamic stochastic systems subjected to arbitrary bounded random input. A new rational model is proposed to approximate the output probability density function of the system. This is then followed by the design of a novel nonlinear controller, which guarantees the monotonic decreasing of the functional norm of the difference between the measured probability density function and its target distribution. This leads to a desired tracking performance for the output probability density function. A simple example is utilized to demonstrate the use of the proposed modelling and control algorithm and encouraging results have been obtained.
关键词	B-spline Neural Network Dynamic Stochastic System Probability Density Function Robust Control
WOS标题词	Science & Technology ; Technology
收录类别	SCI
语种	英语
WOS研究方向	Automation & Control Systems ; Instruments & Instrumentation
WOS类目	Automation & Control Systems ; Instruments & Instrumentation
WOS记录号	WOS:000182880000001
引用统计	被引频次：34[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9904
专题	09年以前成果
作者单位	1.UMIST, Dept Elect Engn & Elect, Manchester M60 1QD, Lancs, England 2.Chinese Acad Sci, Inst Automat, Beijing 100864, Peoples R China
推荐引用方式 GB/T 7714	Wang, H,Yue, H. A rational spline model approximation and control of output probability density functions for dynamic stochastic systems[J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL,2003,25(2):93-105.
APA	Wang, H,&Yue, H.(2003).A rational spline model approximation and control of output probability density functions for dynamic stochastic systems.TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL,25(2),93-105.
MLA	Wang, H,et al."A rational spline model approximation and control of output probability density functions for dynamic stochastic systems".TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL 25.2(2003):93-105.