system identification;
nonlinear systems;
Hammerstein systems;
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, we investigate what constitutes the least amount of a prior! information on the nonlinearity so that the linear part is identifiable in the non-Gausian case. Three types of a priori information are considered including quadrant information, point information and locally monotonous information. In all three cases, identifiability has been established and corresponding identification algorithms are developed with their convergence proofs.
Qijiang SONG Hanfu CHEN Key Laboratory of Systems and ControlInstitute of Systems ScienceAcademy of Mathematics and Systems ScienceChinese Academy of SciencesBeijing China
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Qijiang SONG Hanfu CHEN Key Laboratory of Systems and ControlInstitute of Systems ScienceAcademy of Mathematics and Systems ScienceChinese Academy of SciencesBeijing China
机构:
Tsinghua Univ, Sch Software, Key Lab ISS MOE, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Software, Key Lab ISS MOE, Beijing 100084, Peoples R China
Fan, Dan
Lo, Kueiming
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h-index: 0
机构:
Tsinghua Univ, Sch Software, Key Lab ISS MOE, Beijing 100084, Peoples R China
Kyoto Univ, Grad Sch Informat, Kyoto 6068501, JapanTsinghua Univ, Sch Software, Key Lab ISS MOE, Beijing 100084, Peoples R China
机构:
Vilnius Gediminas Tech Univ, Dept Elect Syst, Proc Recognit Dept, Inst Math & Informat, LT-08663 Vilnius, LithuaniaVilnius Gediminas Tech Univ, Dept Elect Syst, Proc Recognit Dept, Inst Math & Informat, LT-08663 Vilnius, Lithuania
Pupeikis, Rimantas
INFORMATION TECHNOLOGY AND CONTROL,
2011,
40
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: 21
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28