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

文献类型：期刊论文

作者Wang, H; Yue, H
刊名TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
出版日期2003
卷号25期号:2页码:93-105
关键词B-spline neural network dynamic stochastic system probability density function robust control
英文摘要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.
WOS标题词Science & Technology ; Technology
类目[WOS]Automation & Control Systems ; Instruments & Instrumentation
研究领域[WOS]Automation & Control Systems ; Instruments & Instrumentation
收录类别SCI
语种英语
WOS记录号WOS:000182880000001
公开日期2015-12-24
源URL[http://ir.ia.ac.cn/handle/173211/9904]  
专题自动化研究所_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.

入库方式： OAI收割

来源：自动化研究所

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