Probability Density Function Shape Control for Stochastic Systems with Time-Delay

被引:0
作者
Chen, Long [1 ]
Li, Tao [1 ,2 ]
Dai, Zhuxiang [1 ]
Zhong, Lu [1 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Informat & Control, Nanjing 210044, Jiangsu, Peoples R China
[2] Collaborat Innovat Ctr Atmospher Environm & Equip, Nanjing 210044, Jiangsu, Peoples R China
来源
PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017) | 2017年
基金
中国国家自然科学基金;
关键词
Stochastic Distribution System; Shape Control; Time-Delay; FAULT-TOLERANT CONTROL; DIAGNOSIS; APPROXIMATION; DESIGN;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a shape control strategy is proposed for the stochastic distributed systems with time-delay. This strategy can effectively achieve the output of the system tracking a given target distribution. The square root rational B-spline(SR-RBS) expansion technique is used to approximate the output probability density function(PDF), thus the original stochastic system can be transformed into a weight dynamic system. In this framework, a new shape control strategy is proposed for this weight dynamic system. The strategy can track the given output distribution with optimal performance. Finally, the numerical simulation are showed to the effectiveness of the proposed method.
引用
收藏
页码:1729 / 1733
页数:5
相关论文
共 19 条
[1]   Delay-dependent robust stabilization for uncertain neutral systems with distributed delays [J].
Chen, Wu-Hua ;
Zheng, Wei Xing .
AUTOMATICA, 2007, 43 (01) :95-104
[2]   Local model network identification with Gaussian processes [J].
Gregorcic, Gregor ;
Lightbody, Gordon .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2007, 18 (05) :1404-1423
[3]   Minimum entropy filtering for multivariate stochastic systems with non-Gaussian noises [J].
Guo, L ;
Wang, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2006, 51 (04) :695-700
[4]   Fault detection and diagnosis for general stochastic systems using B-spline expansions and nonlinear filters [J].
Guo, L ;
Wang, H .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2005, 52 (08) :1644-1652
[5]   PID controller design for output PDFs of stochastic systems using linear matrix inequalities [J].
Guo, L ;
Wang, H .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2005, 35 (01) :65-71
[6]  
Hu HY, 1999, Adv Mech, V29, P501
[7]   Robust H∞ control for nonlinear stochastic systems:: A sliding-mode approach [J].
Niu, Yugang ;
Ho, Daniel W. C. ;
Wang, Xingyu .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2008, 53 (07) :1695-1701
[8]  
Shalom Y., 2001, Estimation with Application to Tracking and Navigation: Theory Algorithms and Software
[9]   A rational spline model approximation and control of output probability density functions for dynamic stochastic systems [J].
Wang, H ;
Yue, H .
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2003, 25 (02) :93-105
[10]  
Wang H., 2000, ADV IND CON, P1