收藏本站
《第37届中国控制会议论文集(B)》2018年
收藏 | 手机打开
二维码
手机客户端打开本文

Hybrid fuzzy cuckoo search algorithm for MIMO Hammerstein model identification under heavy-tailed noises

Qibing Jin  Chen Wang  Hehe Wang  Wu Cai  Yaxu Niu  
【摘要】:In this paper, we study the problem of MIMO Hammerstein systems identification under heavy-tailed noises. As far as we know, there is no effective method to solve this problem. Inspired by this, we firstly introduced fuzzy logic and the nonlinear stochastic search(NLJ) algorithm to modify cuckoo search algorithm(CS) and proposed a novel CS algorithm(HFCS). According to Taylor expansion formula, the nonlinear block of the Hammerstein model is approximated by a class of polynomial family. Then, HFCS is used to estimate parameters of the model. The simulation results verify the efficiency of the proposed method.

【相似文献】
中国期刊全文数据库 前10条
1 ;Large Deviations for Random Sums on Some Kind of Heavy-tailed Classes in Risk Models[J];数学季刊;2006年01期
2 ;Spontaneous Vesicle Formation in Mixed Aqueous Solution of Poly-tailed Cationic and Anionic Surfactants[J];Chinese Chemical Letters;2003年03期
3 ;Characterizations on Heavy-tailed Distributions by Means of Hazard Rate[J];Acta Mathematicae Applicatae Sinica(English Series);2003年01期
4 苏淳 ,唐启鹤 ,江涛;A contribution to large deviations for heavy-tailed random sums[J];Science in China,Ser.A;2001年04期
5 LIU Tao;CUI HaoGui;MAO Tao;XI ZeMin;GAO Jun;;Modeling multilook polarimetric SAR images with heavy-tailed rayleigh distribution and novel estimation based on matrix log-cumulants[J];Science China(Information Sciences);2013年06期
6 ;Large deviations viewpoints for a heavy-tailed β-mixing sequence[J];Science in China,Ser.A;2005年11期
7 刘艳,胡亦钧;Large deviations for heavy-tailed random sums of independent random variables with dominatedly varying tails[J];Science in China,Ser.A;2003年03期
8 ;The Ruin Probability of the Renewal Model with Constant Interest Force and Upper-tailed Independent Heavy-tailed Claims[J];Acta Mathematica Sinica(English Series);2010年09期
9 侯越先,王芳;Optimal Rapid Restart of Heuristic Methods of NP Hard Problems[J];Transactions of Tianjin University;2004年02期
10 ;On tail behavior of nonlinear autoregressive functional conditional heteroscedastic model with heavy-tailed innovations[J];Science in China,Ser.A;2005年09期
中国重要会议论文全文数据库 前5条
1 Qibing Jin;Chen Wang;Hehe Wang;Wu Cai;Yaxu Niu;;Hybrid fuzzy cuckoo search algorithm for MIMO Hammerstein model identification under heavy-tailed noises[A];第37届中国控制会议论文集(B)[C];2018年
2 ;Mebendazole in the treatment of Hymenolepis nana infections in the captive ring-tailed lemur(Lemur catta),China[A];中国畜牧兽医学会家畜寄生虫学分会第六次代表大会暨第十一次学术研讨会论文集[C];2011年
3 Xiao-Dong Lian;Xi-He Zhang;Yong-Tang Zheng;;Molecular cloning, polymorphism and antigen presentation analysis of classical MHC class I alleles in northern pig-tailed macaques(Macaca leonina)[A];第十届全国免疫学学术大会汇编[C];2015年
4 Lian Xiao-Dong;Zhang Xi-He;Dai Zheng-Xi;Zheng Yong-Tang;;Characterization of classical major histocompatibility complex (MHC) class Ⅱ gene in northern pig-tailed macaques (Macaca leonina)[A];第十二届全国免疫学学术大会摘要汇编[C];2017年
5 ;Asymptotic for the Finite-Time Ruin Probability in the Renewal Risk Model with Constantinterest Force[A];第七届中国不确定系统年会论文集[C];2009年
中国硕士学位论文全文数据库 前2条
1 周菊红;性别、文化、性格及观念对学习风格的影响[D];西安电子科技大学;2007年
2 王立云;IT员工流失因素分析及管理对策[D];北京交通大学;2008年
 快捷付款方式  订购知网充值卡  订购热线  帮助中心
  • 400-819-9993
  • 010-62791813
  • 010-62985026