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Sampling Theory Signal Processing and Data Analysis
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A converse sampling theorem in reproducing kernel Banach spaces

Authors: Hernán Centeno; Juan Miguel Medina;

A converse sampling theorem in reproducing kernel Banach spaces

Abstract

Reproducing Kernel Hilbert Spaces (RKHS) and frames provide a more general setting for classical, i.e. \(L^2 (I) \) sampling theorems, [\textit{N. Aronszajn}, Trans. Am. Math. Soc. 68, 337--404 (1950; Zbl 0037.20701); \textit{S. Saitoh} and \textit{Y. Sawano}, Theory of reproducing kernels and applications. Singapore: Springer (2016; Zbl 1358.46004)]. Extensions of RKHS and frames to the setting of Banach spaces are considered by several authors (\textit{D. T. Stoeva} [Int. J. Pure Appl. Math. 52, No. 1, 1--14 (2009; Zbl 1173.42322)]; \textit{H. Zhang} et al. [J. Mach. Learn. Res. 10, 2741--2775 (2009; Zbl 1235.68217)]; \textit{H. Zhang} and \textit{J. Zhang} [Appl. Comput. Harmon. Anal. 31, No. 1, 1--25 (2011; Zbl 1221.42067)]). A direct sampling theorem in such context is presented in [\textit{A. G. García} and \textit{A. Portal}, Mediterr. J. Math. 10, No. 3, 1401--1417 (2013; Zbl 1279.42035)], see also [Zhang und Zhang, loc. cit.]. This paper is devoted to a converse of Kramer-type sampling theorem over semi-inner product reproducing kernel Banach spaces. The authors prove an analogue to Theorem 1 of [\textit{A. G. García} and \textit{F. H. Szafraniec}, Sampl. Theory Signal Image Process. 1, No. 1, 53--61 (2002; Zbl 1067.94008)], where RKHS are treated instead. An illustrative example in the context of Lebesgue spaces on an interval is given in the paper.

Country
Argentina
Keywords

\(X_d\)-Riesz basis, Summability and bases; functional analytic aspects of frames in Banach and Hilbert spaces, REPRODUCING KERNEL BANACH SPACES, KRAMER SAMPLING THEOREMS, REPRODUCCIÓN DE ESPACIOS DE BANACH DEL KERNEL, Kramer sampling theorems, NON-UNIFORM SAMPLING, https://purl.org/becyt/ford/2.2, PRODUCTOS SEMI-INTERIORES, https://purl.org/becyt/ford/1.1, REPRODUCCIÓN DE ESPACIOS DE HILBERT DEL KERNEL, https://purl.org/becyt/ford/1.2, https://purl.org/becyt/ford/2, https://purl.org/becyt/ford/1, XD -BASE DE RIESZ, \(X_d\)-frames, SEMI-INNER PRODUCTS, MUESTREO NO UNIFORME, SAMPLING BASIS, BASE DE MUESTREO, sampling basis, XD-FRAMES, General harmonic expansions, frames, XD-RIESZ BASIS, reproducing kernel Hilbert spaces, reproducing kernel Banach spaces, TEOREMAS DE MUESTREO DE KRAMER, MATEMATICA, semi-inner products, REPRODUCING KERNEL HILBERT SPACES, XD -FOTOGRAMAS, Sampling theory in information and communication theory, non-uniform sampling

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Top 10%
Average
Average
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