Reassignment and synchrosqueezing for general time-frequency filter banks, subsampling and processing
نویسندگان
چکیده
In this contribution, we extend the reassignment method (RM) and synchrosqueezing transform (SST) to arbitrary time-frequency localized lters and, in the rst case, arbitrary downsampling factors. A su cient condition for the invertibility of the SST is provided. RM and SST are techniques for deconvolution of shorttime Fourier and wavelet representations. In both methods, the partial phase derivatives of a complex-valued time-frequency representation are used to determine the instantaneous frequency and group delay associated to the individual representation coe cients. Subsequently, the coe cient energy is reassigned to the determined position. Combining RM and frame theory, we propose a processing scheme that bene ts both from the improved localization of the reassigned representation and the frame properties of the underlying complexvalued representation. This scheme is particularly interesting for applications that require low redundancy not achievable by an invertible SST.
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ورودعنوان ژورنال:
- Signal Processing
دوره 125 شماره
صفحات -
تاریخ انتشار 2016