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Applications in Time Frequency Signal Processing Electrical Engineering Applied Signal Processing Series 1st Edition by Antonia Papandreou Suppappola ISBN 0849300657 9780849300653

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Applications in Time Frequency Signal Processing Electrical Engineering Applied Signal Processing Series 1st Edition Antonia Papandreou-Suppappola Digital Instant Download

Author(s): Antonia Papandreou-Suppappola
ISBN(s): 9780849300653, 0849300657
Edition: 1
File Details: PDF, 7.46 MB
Year: 2002
Language: english
SKU: EB-2215534 Category: Tag:

Applications in Time Frequency Signal Processing Electrical Engineering Applied Signal Processing Series 1st Edition by Antonia Papandreou-Suppappola – Ebook PDF Instant Download/Delivery: 0849300657, 9780849300653

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Product details:

ISBN 10: 0849300657 

ISBN 13: 9780849300653

Author: Antonia Papandreou-Suppappola 

Because most real-world signals, including speech, sonar, communication, and biological signals, are non-stationary, traditional signal analysis tools such as Fourier transforms are of limited use because they do not provide easily accessible information about the localization of a given frequency component. A more suitable approach for those studying non-stationary signals is the use of time frequency representations that are functions of both time and frequency.

Applications in Time-Frequency Signal Processing investigates the use of various time-frequency representations, such as the Wigner distribution and the spectrogram, in diverse application areas. Other books tend to focus on theoretical development. This book differs by highlighting particular applications of time-frequency representations and demonstrating how to use them. It also provides pseudo-code of the computational algorithms for these representations so that you can apply them to your own specific problems.

Written by leaders in the field, this book offers the opportunity to learn from experts. Time-Frequency Representation (TFR) algorithms are simplified, enabling you to understand the complex theories behind TFRs and easily implement them. The numerous examples and figures, review of concepts, and extensive references allow for easy learning and application of the various time-frequency representations. 

Table of contents:

  1. Time-Frequency Processing: A Tutorial on Principles and Practice

  2. Inference Excision via Time-Frequency Distributions

  3. Positive Time-Frequency Distributions

  4. Positive Time-Frequency Distributions and Acoustic Echoes

  5. Time-Frequency Reassignment: From Principles to Algorithms

  6. Linear Time-Frequency Filters: Online Algorithms and Applications

  7. Discrete Reduced Interference Distributions

  8. Time-Frequency Analysis of Seismic Reflection Data

  9. Time-Frequency Methodology for Newborn EEG Seizure Detection

  10. Quadratic Time-Frequency Features for Speech Recognition

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Tags: Antonia Papandreou Suppappola, Applications, Time, Frequency, Signal, Processing, Electrical, Engineering, Applied, Signal, Processing, Series