Abstract
The conventional time-frequency distributions for multicomponent polynomial phase signals (PPS) generally suffer from interference terms, which will obscure the true location of the auto-components in the resulting time-frequency distributions. In this paper, three schemes for designing the generalized time-frequency distributions for multicomponent PPS based on the matched-phase principle are presented, and they are illustrated as follows:(1)the scheme based on the Wigner-Ville distribution (WVD) and the L-Wigner-Ville distribution (LWVD);(2)the scheme based on the fractional matched-phase principle;(3)the scheme based on the complex lags. The interference terms induced by the nonlinearity of the signals can be suppressed; for multicomponent signals, the CLEAN technique is adopted to filter out each component by a band-pass filter, and the interference terms between different components can be suppressed (eliminated). The new generalized time-frequency distributions are superimposed to yield a high-readability representation.
| Original language | English |
|---|---|
| Pages (from-to) | 984-1001 |
| Number of pages | 18 |
| Journal | Signal Processing |
| Volume | 88 |
| Issue number | 4 |
| DOIs | |
| State | Published - Apr 2008 |
Keywords
- Interference terms
- Matched-phase principle
- PPS
- Time-frequency distribution
- Time-frequency resolution
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