Transcale control for a class of discrete stochastic systems based on wavelet packet decomposition

被引：10
作者：
Zhao, Lin [1 ]
Jia, Yingmin [1 ]
机构：
[1] Beihang Univ BUAA, Res Div 7, Beijing 100191, Peoples R China
来源：
INFORMATION SCIENCES | 2015年 / 296卷
关键词：
Transcale control; LQG control; Tracking control; Multiscale system; Wavelet packet decomposition; LINEAR DYNAMIC PROCESSES; OPTIMAL TRACKING CONTROL; MULTISCALE THEORY; ALGORITHMS; FILTER;
D O I：
10.1016/j.ins.2014.10.039
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 wavelet packet decomposition (WPD) based real-time transcale linear-quadratic-Gaussian (LQG) tracking control algorithm is given for a class of discrete stochastic systems, which is developed with the state-space models of wavelet packet coefficients at the coarsest scale decomposition layer established by Haar WPD. The WPD-based transcale control algorithm provides a compromise between performance index and computational efficiency compared with the conventional LQG tracking control algorithm, and it is an improvement of the wavelet transform based algorithm previously proposed. Simulation results are presented to demonstrate the effectiveness of the proposed algorithm. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码：25 / 41
页数：17
相关论文
共 45 条
[1]  
Akansu AliN., 1992, Multiresolution Signal Decomposition : Transforms, Subbands, Wavelets
[2]  
Anderson BD., 2007, OPTIMAL CONTROL LINE
[3]  
[Anonymous], 2005, OPTIMAL CONTROL THEO
[4]   Optimal On-Off Attitude Control for the Brazilian Multimission Platform Satellite [J].
Arantes, Gilberto, Jr. ;
Martins-Filho, Luiz S. ;
Santana, Adrielle C. .
MATHEMATICAL PROBLEMS IN ENGINEERING, 2009, 2009
[5]   ROLE AND USE OF STOCHASTIC LINEAR-QUADRATIC-GAUSSIAN PROBLEM IN CONTROL SYSTEM DESIGN [J].
ATHANS, M .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1971, AC16 (06) :529-+
[6]   MODELING AND ESTIMATION OF MULTIRESOLUTION STOCHASTIC-PROCESSES [J].
BASSEVILLE, M ;
BENVENISTE, A ;
CHOU, KC ;
GOLDEN, SA ;
NIKOUKHAH, R ;
WILLSKY, AS .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1992, 38 (02) :766-784
[7]   Discrete fractional wavelet transform and its application to multiple encryption [J].
Bhatnagar, Gaurav ;
Wu, Q. M. Jonathan ;
Raman, Balasubramanian .
INFORMATION SCIENCES, 2013, 223 :297-316
[8]   Hybrid adaptive wavelet-neuro-fuzzy system for chaotic time series identification [J].
Bodyanskiy, Y. ;
Vynokurova, O. .
INFORMATION SCIENCES, 2013, 220 :170-179
[9]   Some results about the optimal LQG tracking problem [J].
Bruni, C ;
Iacoviello, D .
INTERNATIONAL JOURNAL OF CONTROL, 2001, 74 (10) :977-987
[10]   Robust fault tolerant tracking controller design for a VTOL aircraft [J].
Chadli, M. ;
Aouaouda, S. ;
Karimi, H. R. ;
Shi, P. .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2013, 350 (09) :2627-2645
12345