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  3. Explorations in Time-Frequency Analysis
  • Cited by 62
Publisher:
Cambridge University Press
Online publication date:
August 2018
Print publication year:
2018
Online ISBN:
9781108363181
DOI:
https://doi.org/10.1017/9781108363181
Subjects:
Communications and Signal Processing, Engineering, Computer Science, Computer Graphics, Image Processing and Robotics
Information

Book description

An authoritative exposition of the methods at the heart of modern non-stationary signal processing from a recognised leader in the field. Offering a global view that favours interpretations and historical perspectives, it explores the basic concepts of time-frequency analysis, and examines the most recent results and developments in the field in the context of existing, lesser-known approaches. Several example waveform families from bioacoustics, mathematics and physics are examined in detail, with the methods for their analysis explained using a wealth of illustrative examples. Methods are discussed in terms of analysis, geometry and statistics. This is an excellent resource for anyone wanting to understand the 'why and how' of important methodological developments in time-frequency analysis, including academics and graduate students in signal processing and applied mathematics, as well as application-oriented scientists.

Reviews

‘This fascinating book is a thoroughly researched treatise of the analysis of signals in the 2D time-frequency plane … The book contains a wealth of useful information about the subject, which is hard to find in other texts.’

Sven Treitel Source: The Leading Edge

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Contents

Contents
  • 2 - Small Data Are Beautiful
    pp 9-20
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