2023
DOI: 10.1109/tsp.2023.3329946
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A Trainable Approach to Zero-Delay Smoothing Spline Interpolation

Emilio Ruiz-Moreno,
Luis Miguel López-Ramos,
Baltasar Beferull-Lozano

Abstract: The task of reconstructing smooth signals from streamed data in the form of signal samples arises in various applications. This work addresses such a task subject to a zerodelay response; that is, the smooth signal must be reconstructed sequentially as soon as a data sample is available and without having access to subsequent data. State-of-the-art approaches solve this problem by interpolating consecutive data samples using splines. Here, each interpolation step yields a piece that ensures a smooth signal rec… Show more

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