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arxiv: 1412.4265 · v3 · pith:4XLNVIX3new · submitted 2014-12-13 · 💻 cs.IT · math.IT

Exponential Approximation of Multivariate Bandlimited Functions from Average Oversampling

classification 💻 cs.IT math.IT
keywords functionaveragesamplingapproximationbandlimitedmultivariateoversamplingpoint
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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 Fourier transform decays at an optimal rate to zero at infinity.

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