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Truncated Hilbert Transform: Uniqueness and a Chebyshev series Expansion Approach

Published 6 Feb 2020 in cs.LG, cs.NA, math.FA, math.NA, and stat.ML | (2002.02073v2)

Abstract: We derive a stronger uniqueness result if a function with compact support and its truncated Hilbert transform are known on the same interval by using the Sokhotski-Plemelj formulas. To find a function from its truncated Hilbert transform, we express them in the Chebyshev polynomial series and then suggest two methods to numerically estimate the coefficients. We present computer simulation results to show that the extrapolative procedure numerically works well.

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