Abstract
The material in this paper comes from various conferences given by the authors. We start with a brief survey of harmonic analysis methods in linear and non-linear approximation related to signal compression. Special emphasis is made on wavelet-based methods and some of the mathematical theory of wavelets behind them. We also present recent results of the authors concerning non-linear approximation in sequence spaces and the validity of Jackson and Bernstein inequalities in general smoothness spaces.
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Acknowledgements
The author “Eugenio Hernández” was supported by MINECO Grants MTM-2010-16518 and MTM-2013-40945-P. The author “Maria de Natividade” was supported by MCT-Angola and FCUAN-Angola.
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Hernández, E., de Natividade, M. (2016). Results on Non-linear Approximation for Wavelet Bases in Weighted Function Spaces. In: Aldroubi, A., Cabrelli, C., Jaffard, S., Molter, U. (eds) New Trends in Applied Harmonic Analysis. Applied and Numerical Harmonic Analysis. Birkhäuser, Cham. https://doi.org/10.1007/978-3-319-27873-5_5
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