Knowledge Commons of Institute of Automation,CAS
Nonnegative time-frequency distributions for parametric time-frequency representations using semi-affine transformation group | |
Zou, HX; Wang, DJ; Zhang, XD; Li, YD | |
发表期刊 | SIGNAL PROCESSING |
2005-09-01 | |
卷号 | 85期号:9页码:1813-1826 |
文章类型 | Article |
摘要 | This paper proposes a method for calculating a nonnegative time-frequency distribution (TFD) whose concentration is identical to that of Wigner-Ville distribution ( WD) when instantaneous frequencies (IFs) of the best-matched elementary functions of the signal under analysis are pre-estimated. This method is based on a special class of transformation group, referred to as semi-affine transformation (SAT) group. The essence of this method is to create a joint distribution by translating the values of WVDs of Morlet wavelet to the positions around IFs of the best-matched elementary functions. Theoretical predictions and numerical results indicate that the proposed strategy can result in the most visually appealing TFDs for highly nonstationary signals. (C) 2005 Elsevier B.V. All rights reserved. |
关键词 | Nonnegative Time-frequency Distribution Wigner-ville Distribution Fm(m)Let Transform Dopplerlet Transform Semi-affine Transformation (Sat) Group Instantaneous Frequency Parametric Atomic Decomposition Matching Pursuit |
WOS标题词 | Science & Technology ; Technology |
关键词[WOS] | WIGNER-VILLE DISTRIBUTIONS ; HIGHER-ORDER SPECTRA ; FM(M)LET TRANSFORM ; NONSTATIONARY SIGNALS ; ATOMIC DECOMPOSITION ; CHIRPLET TRANSFORM ; PURSUIT |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Engineering |
WOS类目 | Engineering, Electrical & Electronic |
WOS记录号 | WOS:000230803200010 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9175 |
专题 | 09年以前成果 |
作者单位 | 1.Tsing Hua Univ, Dept Automat, Beijing 100084, Peoples R China 2.Tsing Hua Univ, State Key Lab Intelligent Technol & Syst, Beijing 100084, Peoples R China 3.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China 4.Tsing Hua Univ, Dept Math Sci, Beijing 100084, Peoples R China |
推荐引用方式 GB/T 7714 | Zou, HX,Wang, DJ,Zhang, XD,et al. Nonnegative time-frequency distributions for parametric time-frequency representations using semi-affine transformation group[J]. SIGNAL PROCESSING,2005,85(9):1813-1826. |
APA | Zou, HX,Wang, DJ,Zhang, XD,&Li, YD.(2005).Nonnegative time-frequency distributions for parametric time-frequency representations using semi-affine transformation group.SIGNAL PROCESSING,85(9),1813-1826. |
MLA | Zou, HX,et al."Nonnegative time-frequency distributions for parametric time-frequency representations using semi-affine transformation group".SIGNAL PROCESSING 85.9(2005):1813-1826. |
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