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2 - Small Data Are Beautiful

from Part I - Basics and Constraints

Published online by Cambridge University Press:  22 August 2018

Patrick Flandrin
Affiliation:
École normale supérieure de Lyon
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Summary

Besides current new trends related to “big data”, there is still room for a detailed analysis of the fine structure of small size signals. Typical examples are briefly presented, ranging from bioacoustics to mathematics, via physics. Illustrations motivate the usefulness of the methods to be introduced – that are to be described in the rest of the book, the idea being to come back to the analysis of those signals in the last chapter. All of those signals are chirps, with instantaneous characteristics (amplitude and frequency) and are captured by the notion of analytic signal. The ubiquity of chirps is supported by the listing of many additional examples in science and engineering.

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Publisher: Cambridge University Press
Print publication year: 2018

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