Digital Spectral Analysis

Author : S. Lawrence Marple, Jr.
Publisher : Courier Dover Publications
Page : 435 pages
File Size : 54,5 Mb
Release : 2019-03-20
Category : Technology & Engineering
ISBN : 9780486780528

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Digital Spectral Analysis by S. Lawrence Marple, Jr. Pdf

Digital Spectral Analysis offers a broad perspective of spectral estimation techniques and their implementation. Coverage includes spectral estimation of discrete-time or discrete-space sequences derived by sampling continuous-time or continuous-space signals. The treatment emphasizes the behavior of each spectral estimator for short data records and provides over 40 techniques described and available as implemented MATLAB functions. In addition to summarizing classical spectral estimation, this text provides theoretical background and review material in linear systems, Fourier transforms, matrix algebra, random processes, and statistics. Topics include Prony's method, parametric methods, the minimum variance method, eigenanalysis-based estimators, multichannel methods, and two-dimensional methods. Suitable for advanced undergraduates and graduate students of electrical engineering — and for scientific use in the signal processing application community outside of universities — the treatment's prerequisites include some knowledge of discrete-time linear system and transform theory, introductory probability and statistics, and linear algebra. 1987 edition.

Author : S. Lawrence Marple, Jr.
Publisher : Courier Dover Publications
Page : 130 pages
File Size : 50,9 Mb
Release : 2019-05-15
Category : Technology & Engineering
ISBN : 9780486837383

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Digital Spectral Analysis MATLAB® Software User Guide by S. Lawrence Marple, Jr. Pdf

This user guide serves as a companion to Digital Spectral Analysis, Second Edition (Dover Publications, 2019), illustrating all the text's techniques and algorithms, plus time versus frequency analysis. The spectral demonstrations use MATLAB software that encompasses the full experience from inputting signal sources, interactively setting technique parameters and processing with those parameters, and choosing from a variety of plotting techniques to display the results. The processing functions and scripts have been coded to automatically handle sample data that is either real-valued or complex-valued, permitting the user to simply modify the demonstration scripts to input their own data for analysis. Four integrated software categories support the demonstrations. These are the main MATLAB spectral demonstration scripts, supporting MATLAB plotting scripts, MATLAB processing functions listed in this guide, and signal sample data sources. Scripts and demonstration data files can be found on the Dover website for free downloading; see the Introduction for details.

Author : Francis Castanié
Publisher : John Wiley & Sons
Page : 297 pages
File Size : 46,9 Mb
Release : 2013-02-04
Category : Mathematics
ISBN : 9781118601839

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Digital Spectral Analysis by Francis Castanié Pdf

Digital Spectral Analysis provides a single source that offers complete coverage of the spectral analysis domain. This self-contained work includes details on advanced topics that are usually presented in scattered sources throughout the literature. The theoretical principles necessary for the understanding of spectral analysis are discussed in the first four chapters: fundamentals, digital signal processing, estimation in spectral analysis, and time-series models. An entire chapter is devoted to the non-parametric methods most widely used in industry. High resolution methods are detailed in a further four chapters: spectral analysis by stationary time series modeling, minimum variance, and subspace-based estimators. Finally, advanced concepts are the core of the last four chapters: spectral analysis of non-stationary random signals, space time adaptive processing: irregularly sampled data processing, particle filtering and tracking of varying sinusoids. Suitable for students, engineers working in industry, and academics at any level, this book provides a rare complete overview of the spectral analysis domain.

Author : Silvia Maria Alessio
Publisher : Springer
Page : 900 pages
File Size : 46,9 Mb
Release : 2015-12-09
Category : Technology & Engineering
ISBN : 9783319254685

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Digital Signal Processing and Spectral Analysis for Scientists by Silvia Maria Alessio Pdf

This book covers the basics of processing and spectral analysis of monovariate discrete-time signals. The approach is practical, the aim being to acquaint the reader with the indications for and drawbacks of the various methods and to highlight possible misuses. The book is rich in original ideas, visualized in new and illuminating ways, and is structured so that parts can be skipped without loss of continuity. Many examples are included, based on synthetic data and real measurements from the fields of physics, biology, medicine, macroeconomics etc., and a complete set of MATLAB exercises requiring no previous experience of programming is provided. Prior advanced mathematical skills are not needed in order to understand the contents: a good command of basic mathematical analysis is sufficient. Where more advanced mathematical tools are necessary, they are included in an Appendix and presented in an easy-to-follow way. With this book, digital signal processing leaves the domain of engineering to address the needs of scientists and scholars in traditionally less quantitative disciplines, now facing increasing amounts of data.

Author : Anthony J. Villasenor
Publisher : Unknown
Page : 60 pages
File Size : 49,5 Mb
Release : 1968
Category : Power spectra
ISBN : UIUC:30112106914507

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Digital Spectral Analysis by Anthony J. Villasenor Pdf

Author : C. K. Yuen,D. Fraser
Publisher : Unknown
Page : 156 pages
File Size : 55,8 Mb
Release : 1979
Category : Fourier transformations
ISBN : 0822484390

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Digital Spectral Analysis by C. K. Yuen,D. Fraser Pdf

Author : L. H. Koopmans
Publisher : Academic Press
Page : 383 pages
File Size : 43,5 Mb
Release : 2014-05-12
Category : Mathematics
ISBN : 9781483218540

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The Spectral Analysis of Time Series by L. H. Koopmans Pdf

The Spectral Analysis of Time Series describes the techniques and theory of the frequency domain analysis of time series. The book discusses the physical processes and the basic features of models of time series. The central feature of all models is the existence of a spectrum by which the time series is decomposed into a linear combination of sines and cosines. The investigator can used Fourier decompositions or other kinds of spectrals in time series analysis. The text explains the Wiener theory of spectral analysis, the spectral representation for weakly stationary stochastic processes, and the real spectral representation. The book also discusses sampling, aliasing, discrete-time models, linear filters that have general properties with applications to continuous-time processes, and the applications of multivariate spectral models. The text describes finite parameter models, the distribution theory of spectral estimates with applications to statistical inference, as well as sampling properties of spectral estimates, experimental design, and spectral computations. The book is intended either as a textbook or for individual reading for one-semester or two-quarter course for students of time series analysis users. It is also suitable for mathematicians or professors of calculus, statistics, and advanced mathematics.

Author : Francis Castanié
Publisher : John Wiley & Sons
Page : 186 pages
File Size : 42,8 Mb
Release : 2013-03-01
Category : Technology & Engineering
ISBN : 9781118614273

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Spectral Analysis by Francis Castanié Pdf

This book deals with these parametric methods, first discussing those based on time series models, Capon’s method and its variants, and then estimators based on the notions of sub-spaces. However, the book also deals with the traditional “analog” methods, now called non-parametric methods, which are still the most widely used in practical spectral analysis.

Author : Donald B. Percival,Andrew T. Walden
Publisher : Cambridge University Press
Page : 616 pages
File Size : 42,6 Mb
Release : 1993-06-03
Category : Mathematics
ISBN : 0521435412

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Spectral Analysis for Physical Applications by Donald B. Percival,Andrew T. Walden Pdf

This book is an up-to-date introduction to univariate spectral analysis at the graduate level, which reflects a new scientific awareness of spectral complexity, as well as the widespread use of spectral analysis on digital computers with considerable computational power. The text provides theoretical and computational guidance on the available techniques, emphasizing those that work in practice. Spectral analysis finds extensive application in the analysis of data arising in many of the physical sciences, ranging from electrical engineering and physics to geophysics and oceanography. A valuable feature of the text is that many examples are given showing the application of spectral analysis to real data sets. Special emphasis is placed on the multitaper technique, because of its practical success in handling spectra with intricate structure, and its power to handle data with or without spectral lines. The text contains a large number of exercises, together with an extensive bibliography.

Author : Burkhard Buttkus
Publisher : Springer Science & Business Media
Page : 665 pages
File Size : 54,5 Mb
Release : 2012-12-06
Category : Science
ISBN : 9783642570162

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Spectral Analysis and Filter Theory in Applied Geophysics by Burkhard Buttkus Pdf

This state-of-the-art survey serves as a complete overview of the subject. Besides the principles and theoretical foundations, emphasis is laid on practical applicability -- describing not only classical methods, but also modern developments and their applications. Students, researchers and practitioners, especially in the fields of data registration, treatment and evaluation, will find this a wealth of information.

Author : S. Lawrence Marple, Jr.
Publisher : Courier Dover Publications
Page : 130 pages
File Size : 47,6 Mb
Release : 2019-06-12
Category : Technology & Engineering
ISBN : 9780486841359

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Digital Spectral Analysis MATLAB® Software User Guide by S. Lawrence Marple, Jr. Pdf

This user guide serves as a companion to Digital Spectral Analysis, Second Edition (Dover Publications, 2019), illustrating all the text's techniques and algorithms, plus time versus frequency analysis. The spectral demonstrations use MATLAB software that encompasses the full experience from inputting signal sources, interactively setting technique parameters and processing with those parameters, and choosing from a variety of plotting techniques to display the results. The processing functions and scripts have been coded to automatically handle sample data that is either real-valued or complex-valued, permitting the user to simply modify the demonstration scripts to input their own data for analysis. Four integrated software categories support the demonstrations. These are the main MATLAB spectral demonstration scripts, supporting MATLAB plotting scripts, MATLAB processing functions listed in this guide, and signal sample data sources. Scripts and demonstration data files can be found on the Dover website for free downloading; see the Introduction for details.

Author : Henry Enfield Roscoe
Publisher : Unknown
Page : 558 pages
File Size : 49,8 Mb
Release : 1873
Category : Heat
ISBN : UOM:39015067963473

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Spectrum Analysis by Henry Enfield Roscoe Pdf

Author : Ronald L. Allen,Duncan Mills
Publisher : John Wiley & Sons
Page : 961 pages
File Size : 48,7 Mb
Release : 2004-06-07
Category : Technology & Engineering
ISBN : 9780471660361

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Signal Analysis by Ronald L. Allen,Duncan Mills Pdf

Offers a well-rounded, mathematical approach to problems in signal interpretation using the latest time, frequency, and mixed-domain methods Equally useful as a reference, an up-to-date review, a learning tool, and a resource for signal analysis techniques Provides a gradual introduction to the mathematics so that the less mathematically adept reader will not be overwhelmed with instant hard analysis Covers Hilbert spaces, complex analysis, distributions, random signals, analog Fourier transforms, and more

Author : Gwilym M. Jenkins,Donald G. Watts
Publisher : Emerson Adams PressInc
Page : 525 pages
File Size : 43,9 Mb
Release : 1968
Category : Science
ISBN : 1892803038

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Spectral Analysis and Its Applications by Gwilym M. Jenkins,Donald G. Watts Pdf

Author : Fran?is Castanié
Publisher : Wiley-ISTE
Page : 208 pages
File Size : 47,9 Mb
Release : 2015-01-12
Category : Technology & Engineering
ISBN : 1848214626

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Recent Advances in Digital Spectral Analysis by Fran?is Castanié Pdf

In the framework of Digital Signal Processing, the Parametric Modeling of Signals offers as a natural byproduct a class of Spectral tools, namely the so-called Rational Spectra. This class of Spectra (and their associated Estimators) applies to the case of Stationary as well as Non-Stationary Signals and Random Processes. This important text brings together the significant advances that have been achieved over the last ten years from the confrontation of the theory and its variety of applications.