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On the reconstruction of nonsparse time-frequency signals with sparsity constraint from a reduced set of samples.
- Source :
-
Signal Processing . Jan2018, Vol. 142, p480-484. 5p. - Publication Year :
- 2018
-
Abstract
- Nonstationary signals, approximately sparse in the joint time-frequency domain, are considered. Reconstruction of such signals with sparsity constraint is analyzed in this paper. The short-time Fourier transform (STFT) and time-frequency representations that can be calculated using the STFT are considered. The formula for error caused by the nonreconstructed coefficients is derived and presented in the form of a theorem. The results are examined statistically on examples. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 01651684
- Volume :
- 142
- Database :
- Academic Search Index
- Journal :
- Signal Processing
- Publication Type :
- Academic Journal
- Accession number :
- 125056862
- Full Text :
- https://doi.org/10.1016/j.sigpro.2017.07.036