New Digital Signal Processing Methods

Author: Raoul R. Nigmatullin
Editor: Springer Nature
ISBN: 3030453596
File Size: 80,86 MB
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This book is intended as a manual on modern advanced statistical methods for signal processing. The objectives of signal processing are the analysis, synthesis, and modification of signals measured from different natural phenomena, including engineering applications as well. Often the measured signals are affected by noise, distortion and incompleteness, and this makes it difficult to extract significant signal information. The main topic of the book is the extraction of significant information from measured data, with the aim of reducing the data size while keeping the basic information/knowledge about the peculiarities and properties of the analyzed system; to this aim, advanced and recently developed methods in signal analysis and treatment are introduced and described in depth. More in details, the book covers the following new advanced topics (and the corresponding algorithms), including detailed descriptions and discussions: the Eigen-Coordinates (ECs) method, The statistics of the fractional moments, The quantitative "universal" label (QUL) and the universal distribution function for the relative fluctuations (UDFRF), the generalized Prony spectrum, the Non-orthogonal Amplitude Frequency Analysis of the Smoothed Signals (NAFASS), the discrete geometrical invariants (DGI) serving as the common platform for quantitative comparison of different random functions. Although advanced topics are discussed in signal analysis, each subject is introduced gradually, with the use of only the necessary mathematics, and avoiding unnecessary abstractions. Each chapter presents testing and verification examples on real data for each proposed method. In comparison with other books, here it is adopted a more practical approach with numerous real case studies.
New Digital Signal Processing Methods
Language: en
Pages: 443
Authors: Raoul R. Nigmatullin, Paolo Lino, Guido Maione
Categories: Technology & Engineering
Type: BOOK - Published: 2020-05-23 - Publisher: Springer Nature

This book is intended as a manual on modern advanced statistical methods for signal processing. The objectives of signal processing are the analysis, synthesis, and modification of signals measured from different natural phenomena, including engineering applications as well. Often the measured signals are affected by noise, distortion and incompleteness, and
A New Digital Signal Processing Technique for the Estimation of Motor Unit Action Potential Templates
Language: en
Pages: 170
Authors: Salaheddin H. Kanoun, University of Waterloo. Department of Systems Design Engineering
Categories: Technology & Engineering
Type: BOOK - Published: 1999 - Publisher:

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Language: en
Pages: 933
Authors: Emmanuel C. Ifeachor, Barrie W. Jervis
Categories: Technology & Engineering
Type: BOOK - Published: 2002 - Publisher: Pearson Education

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Language: en
Pages: 99998
Authors: Richard G. Lyons
Categories: Technology & Engineering
Type: BOOK - Published: 2010-11-01 - Publisher: Pearson Education

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