Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10369203 | Signal Processing | 2005 | 14 Pages |
Abstract
This paper proposes a method for calculating a nonnegative time-frequency distribution (TFD) whose concentration is identical to that of Wigner-Ville distribution (WVD) 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.
Related Topics
Physical Sciences and Engineering
Computer Science
Signal Processing
Authors
Hongxing Zou, Dianjun Wang, Xianda Zhang, Yanda Li,