A Generalized Sampling Theorem for Stable Reconstructions in Arbitrary Bases
@article{Adcock2010AGS, title={A Generalized Sampling Theorem for Stable Reconstructions in Arbitrary Bases}, author={B. Adcock and A. Hansen}, journal={Journal of Fourier Analysis and Applications}, year={2010}, volume={18}, pages={685-716} }
We introduce a generalized framework for sampling and reconstruction in separable Hilbert spaces. Specifically, we establish that it is always possible to stably reconstruct a vector in an arbitrary Riesz basis from sufficiently many of its samples in any other Riesz basis. This framework can be viewed as an extension of the well-known consistent reconstruction technique (Eldar et al.). However, whilst the latter imposes stringent assumptions on the reconstruction basis, and may in practice be… CONTINUE READING
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