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Exponential approximation of multivariate bandlimited functions from average oversampling

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journal contribution
posted on 2020-02-17, 04:48 authored by Wenjian Chen, Haizhang Zhang

Instead of sampling a function at a single point, average sampling takes the weighted sum of function values around the point. Such a sampling strategy is more practical and more stable. In this note, we present an explicit method with an exponentially-decaying approximation error to reconstruct a multivariate bandlimited function from its finite average oversampling data. The key problem in our analysis is how to extend a function so that its inverse Fourier transform decays at an optimal rate to zero at infinity.

Funding

Supported in part by Natural Science Foundation of China [11571377,11971490].

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