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Identification of Nonlinear Systems Through Time-Frequency Filtering Technique | |
Wang LL(王丽丽); Zhang JH(张景绘); Wang C(王超); Hu SY; Wang, LL (reprint author), Chinese Acad Sci, Inst Mech, State Key Lab Nonlinear Mech, Beijing 100080, Peoples R China. | |
发表期刊 | Journal of Vibration and Acoustics |
2003 | |
卷号 | 125期号:2页码:199-204 |
ISSN | 1048-9002 |
摘要 | In the previous paper, a class of nonlinear system is mapped to a so-called skeleton linear model (SLM) based on the joint time-frequency analysis method. Behavior of the nonlinear system may be indicated quantitatively by the variance of the coefficients of SLM versus its response. Using this model we propose an identification method for nonlinear systems based on nonstationary vibration data in this paper. The key technique in the identification procedure is a time-frequency filtering method by which solution of the SLM is extracted from the response data of the corresponding nonlinear system. Two time-frequency filtering methods are discussed here. One is based on the quadratic time-frequency distribution and its inverse transform, the other is based on the quadratic time-frequency distribution and the wavelet transform. Both numerical examples and an experimental application are given to illustrate the validity of the technique. |
学科领域 | 力学 |
DOI | 10.1115/1.1545769 |
收录类别 | SCI |
语种 | 英语 |
WOS记录号 | WOS:000182212500009 |
关键词[WOS] | HILBERT TRANSFORM ; VIBRATION |
WOS研究方向 | Acoustics ; Engineering ; Mechanics |
WOS类目 | Acoustics ; Engineering, Mechanical ; Mechanics |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://dspace.imech.ac.cn/handle/311007/16101 |
专题 | 力学所知识产出(1956-2008) |
通讯作者 | Wang, LL (reprint author), Chinese Acad Sci, Inst Mech, State Key Lab Nonlinear Mech, Beijing 100080, Peoples R China. |
推荐引用方式 GB/T 7714 | Wang LL,Zhang JH,Wang C,et al. Identification of Nonlinear Systems Through Time-Frequency Filtering Technique[J]. Journal of Vibration and Acoustics,2003,125,2,:199-204. |
APA | 王丽丽,张景绘,王超,Hu SY,&Wang, LL .(2003).Identification of Nonlinear Systems Through Time-Frequency Filtering Technique.Journal of Vibration and Acoustics,125(2),199-204. |
MLA | 王丽丽,et al."Identification of Nonlinear Systems Through Time-Frequency Filtering Technique".Journal of Vibration and Acoustics 125.2(2003):199-204. |
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