CASIA OpenIR  > 09年以前成果
A rational spline model approximation and control of output probability density functions for dynamic stochastic systems
Wang, H; Yue, H
2003
发表期刊TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
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
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.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Wang, H]的文章
[Yue, H]的文章
百度学术
百度学术中相似的文章
[Wang, H]的文章
[Yue, H]的文章
必应学术
必应学术中相似的文章
[Wang, H]的文章
[Yue, H]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。