Residential College | false |
Status | 已發表Published |
Frequency Domain Identification of Continuous-Time Hammerstein Systems With Adaptive Continuous-Time Rational Orthonormal Basis Functions | |
Mi,Wen1; Zhang,Liming2; Zheng,Wei Xing3; Zhang,Sheng4 | |
2023-03-08 | |
Source Publication | IEEE Transactions on Automatic Control |
ISSN | 0018-9286 |
Volume | 68Issue:12Pages:1-8 |
Abstract | In this paper, we propose a new identification method for continuous-time Hammerstein systems. This method is based on the adaptive generalized rational orthonormal basis functions. In particular, we use the strategy in which poles of basis functions are selected one by one in terms of a criterion. By doing this, we not only take advantage of the variability of the generalized orthogonal basis functions, but also reduce the computational burden. The proposed algorithm is adaptive. Meanwhile, convergence analysis is performed with considering the sampling frequency, noise level, sampling length, and terms of basis functions. The obtained results guarantee the convergence of the whole Hammerstein system. Finally, a numerical example is presented to illustrate the usefulness of the proposed identification algorithm. |
Keyword | Adaptive Systems Approximation Algorithms Convergence Fourier Series Frequency Domain Frequency Estimation Frequency-domain Analysis Hammerstein Systems Linear Systems Nonlinear System Identification Orthogonal Basis Rational Functions |
DOI | 10.1109/TAC.2023.3254366 |
URL | View the original |
Language | 英語English |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Scopus ID | 2-s2.0-85149884878 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Corresponding Author | Zheng,Wei Xing |
Affiliation | 1.School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan, China 2.Faculty of Science and Technology, University of Macau, Macau, China 3.School of Computer, Data and Mathematical Sciences, Western Sydney University, Sydney, NSW 2751, Australia 4.School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan, China |
Recommended Citation GB/T 7714 | Mi,Wen,Zhang,Liming,Zheng,Wei Xing,et al. Frequency Domain Identification of Continuous-Time Hammerstein Systems With Adaptive Continuous-Time Rational Orthonormal Basis Functions[J]. IEEE Transactions on Automatic Control, 2023, 68(12), 1-8. |
APA | Mi,Wen., Zhang,Liming., Zheng,Wei Xing., & Zhang,Sheng (2023). Frequency Domain Identification of Continuous-Time Hammerstein Systems With Adaptive Continuous-Time Rational Orthonormal Basis Functions. IEEE Transactions on Automatic Control, 68(12), 1-8. |
MLA | Mi,Wen,et al."Frequency Domain Identification of Continuous-Time Hammerstein Systems With Adaptive Continuous-Time Rational Orthonormal Basis Functions".IEEE Transactions on Automatic Control 68.12(2023):1-8. |
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