A novel identification method for Wiener systems with the limited information
作者： Qibing Jin , Jun Dou , Feng Ding , Liting Cao
DOI: 10.1016/J.MCM.2013.06.005
关键词:
摘要: Abstract To solve the problem caused by lack of structure nonlinearity in Wiener systems identification, we propose a new approach to identify linear part and nonlinear system sequence using limited information on nonlinearity. The is identified firstly based nonlinearity, such as sign information, monotonic then, construct internal signals parameters systems. A novel Particle Swarm Optimization–Rosenbrock (PSO–Rosenbrock) algorithm developed numerical simulation shows that identification procedure proposed this paper effective.
elsevier.com
sci-hub.se 参考文章(18)
Torbjörn Wigren, Recursive prediction error identification using the nonlinear Wiener model Automatica. ,vol. 29, pp. 1011- 1025 ,(1993) , 10.1016/0005-1098(93)90103-Z
J.L. Figueroa, S.I. Biagiola, O.E. Agamennoni, An approach for identification of uncertain Wiener systems Mathematical and Computer Modelling. ,vol. 48, pp. 305- 315 ,(2008) , 10.1016/J.MCM.2007.09.012
Er-Wei Bai, Jr. Reyland, John, Towards identification of Wiener systems with the least amount of a priori information: IIR cases Automatica. ,vol. 45, pp. 956- 964 ,(2009) , 10.1016/J.AUTOMATICA.2008.11.020
Er-Wei Bai, A blind approach to the Hammerstein-Wiener model identification Automatica. ,vol. 38, pp. 967- 979 ,(2002) , 10.1016/S0005-1098(01)00292-8
Er-Wei Bai, Brief Identification of linear systems with hard input nonlinearities of known structure Automatica. ,vol. 38, pp. 853- 860 ,(2002) , 10.1016/S0005-1098(01)00281-3
V Sundarapandian, General observers for discrete-time nonlinear systems Mathematical and Computer Modelling. ,vol. 39, pp. 87- 95 ,(2004) , 10.1016/S0895-7177(04)90508-0
Er-Wei Bai, Jr. Reyland, John, Towards identification of Wiener systems with the least amount of a priori information on the nonlinearity Automatica. ,vol. 44, pp. 910- 919 ,(2008) , 10.1016/J.AUTOMATICA.2007.08.001
Seyed Abbas Taher, Ali Karimian, Mohammad Hasani, A new method for optimal location and sizing of capacitors in distorted distribution networks using PSO algorithm Simulation Modelling Practice and Theory. ,vol. 19, pp. 662- 672 ,(2011) , 10.1016/J.SIMPAT.2010.09.001
Jozef Vörös, Parameter identification of Wiener systems with discontinuous nonlinearities Systems & Control Letters. ,vol. 44, pp. 363- 372 ,(2001) , 10.1016/S0167-6911(01)00155-4
V. Sundarapandian, Local and global asymptotic stability of nonlinear cascade interconnected systems Mathematical and Computer Modelling. ,vol. 40, pp. 227- 232 ,(2004) , 10.1016/J.MCM.2003.02.013