Topics In Non Gaussian Signal Processing

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Topics in Non-Gaussian Signal Processing

Edward J. Wegman,Stuart C. Schwartz,John B. Thomas
Topics in Non Gaussian Signal Processing Book PDF

Author : Edward J. Wegman,Stuart C. Schwartz,John B. Thomas
Publisher : Springer Science & Business Media
Page : 246 pages
File Size : 45,9 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461388593

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Topics in Non-Gaussian Signal Processing by Edward J. Wegman,Stuart C. Schwartz,John B. Thomas Pdf

Non-Gaussian Signal Processing is a child of a technological push. It is evident that we are moving from an era of simple signal processing with relatively primitive electronic cir cuits to one in which digital processing systems, in a combined hardware-software configura. tion, are quite capable of implementing advanced mathematical and statistical procedures. Moreover, as these processing techniques become more sophisticated and powerful, the sharper resolution of the resulting system brings into question the classic distributional assumptions of Gaussianity for both noise and signal processes. This in turn opens the door to a fundamental reexamination of structure and inference methods for non-Gaussian sto chastic processes together with the application of such processes as models in the context of filtering, estimation, detection and signal extraction. Based on the premise that such a fun damental reexamination was timely, in 1981 the Office of Naval Research initiated a research effort in Non-Gaussian Signal Processing under the Selected Research Opportunities Program.

Topics in Non-Gaussian Signal Processing

Edward J. Wegman,Stuart C. Schwartz,John B. Thomas
Topics in Non Gaussian Signal Processing Book PDF

Author : Edward J. Wegman,Stuart C. Schwartz,John B. Thomas
Publisher : Springer
Page : 0 pages
File Size : 44,9 Mb
Release : 1988-11-28
Category : Technology & Engineering
ISBN : 0387969276

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Topics in Non-Gaussian Signal Processing by Edward J. Wegman,Stuart C. Schwartz,John B. Thomas Pdf

Non-Gaussian Signal Processing is a child of a technological push. It is evident that we are moving from an era of simple signal processing with relatively primitive electronic cir cuits to one in which digital processing systems, in a combined hardware-software configura. tion, are quite capable of implementing advanced mathematical and statistical procedures. Moreover, as these processing techniques become more sophisticated and powerful, the sharper resolution of the resulting system brings into question the classic distributional assumptions of Gaussianity for both noise and signal processes. This in turn opens the door to a fundamental reexamination of structure and inference methods for non-Gaussian sto chastic processes together with the application of such processes as models in the context of filtering, estimation, detection and signal extraction. Based on the premise that such a fun damental reexamination was timely, in 1981 the Office of Naval Research initiated a research effort in Non-Gaussian Signal Processing under the Selected Research Opportunities Program.

Signal Detection in Non-Gaussian Noise

Saleem A. Kassam
Signal Detection in Non Gaussian Noise Book PDF

Author : Saleem A. Kassam
Publisher : Springer Science & Business Media
Page : 244 pages
File Size : 47,5 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461238348

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Signal Detection in Non-Gaussian Noise by Saleem A. Kassam Pdf

This book contains a unified treatment of a class of problems of signal detection theory. This is the detection of signals in addi tive noise which is not required to have Gaussian probability den sity functions in its statistical description. For the most part the material developed here can be classified as belonging to the gen eral body of results of parametric theory. Thus the probability density functions of the observations are assumed to be known, at least to within a finite number of unknown parameters in a known functional form. Of course the focus is on noise which is not Gaussian; results for Gaussian noise in the problems treated here become special cases. The contents also form a bridge between the classical results of signal detection in Gaussian noise and those of nonparametric and robust signal detection, which are not con sidered in this book. Three canonical problems of signal detection in additive noise are covered here. These allow between them formulation of a range of specific detection problems arising in applications such as radar and sonar, binary signaling, and pattern recognition and classification. The simplest to state and perhaps the most widely studied of all is the problem of detecting a completely known deterministic signal in noise. Also considered here is the detection random non-deterministic signal in noise. Both of these situa of a tions may arise for observation processes of the low-pass type and also for processes of the band-pass type.

Trends in Harmonic Analysis

Massimo A. Picardello
Trends in Harmonic Analysis Book PDF

Author : Massimo A. Picardello
Publisher : Springer Science & Business Media
Page : 450 pages
File Size : 52,9 Mb
Release : 2012-12-05
Category : Mathematics
ISBN : 9788847028531

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Trends in Harmonic Analysis by Massimo A. Picardello Pdf

This book illustrates the wide range of research subjects developed by the Italian research group in harmonic analysis, originally started by Alessandro Figà-Talamanca, to whom it is dedicated in the occasion of his retirement. In particular, it outlines some of the impressive ramifications of the mathematical developments that began when Figà-Talamanca brought the study of harmonic analysis to Italy; the research group that he nurtured has now expanded to cover many areas. Therefore the book is addressed not only to experts in harmonic analysis, summability of Fourier series and singular integrals, but also in potential theory, symmetric spaces, analysis and partial differential equations on Riemannian manifolds, analysis on graphs, trees, buildings and discrete groups, Lie groups and Lie algebras, and even in far-reaching applications as for instance cellular automata and signal processing (low-discrepancy sampling, Gaussian noise).

Modern Signal Processing

Xian-Da Zhang
Modern Signal Processing Book PDF

Author : Xian-Da Zhang
Publisher : Walter de Gruyter GmbH & Co KG
Page : 457 pages
File Size : 43,5 Mb
Release : 2022-12-05
Category : Technology & Engineering
ISBN : 9783110475661

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Modern Signal Processing by Xian-Da Zhang Pdf

The book systematically introduces theories of frequently-used modern signal processing methods and technologies, and focuses discussions on stochastic signal, parameter estimation, modern spectral estimation, adaptive filter, high-order signal analysis and non-linear transformation in time-domain signal analysis. With abundant exercises, the book is an essential reference for graduate students in electrical engineering and information science.

A Practical Guide to Heavy Tails

Robert Adler,Raya Feldman,Murad Taqqu
A Practical Guide to Heavy Tails Book PDF

Author : Robert Adler,Raya Feldman,Murad Taqqu
Publisher : Springer Science & Business Media
Page : 560 pages
File Size : 41,5 Mb
Release : 1998-10-26
Category : Mathematics
ISBN : 0817639519

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A Practical Guide to Heavy Tails by Robert Adler,Raya Feldman,Murad Taqqu Pdf

Twenty-four contributions, intended for a wide audience from various disciplines, cover a variety of applications of heavy-tailed modeling involving telecommunications, the Web, insurance, and finance. Along with discussion of specific applications are several papers devoted to time series analysis, regression, classical signal/noise detection problems, and the general structure of stable processes, viewed from a modeling standpoint. Emphasis is placed on developments in handling the numerical problems associated with stable distribution (a main technical difficulty until recently). No index. Annotation copyrighted by Book News, Inc., Portland, OR

Adaptive Learning Methods for Nonlinear System Modeling

Danilo Comminiello,Jose C. Principe
Adaptive Learning Methods for Nonlinear System Modeling Book PDF

Author : Danilo Comminiello,Jose C. Principe
Publisher : Butterworth-Heinemann
Page : 390 pages
File Size : 52,8 Mb
Release : 2018-06-11
Category : Technology & Engineering
ISBN : 9780128129777

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Adaptive Learning Methods for Nonlinear System Modeling by Danilo Comminiello,Jose C. Principe Pdf

Adaptive Learning Methods for Nonlinear System Modeling presents some of the recent advances on adaptive algorithms and machine learning methods designed for nonlinear system modeling and identification. Real-life problems always entail a certain degree of nonlinearity, which makes linear models a non-optimal choice. This book mainly focuses on those methodologies for nonlinear modeling that involve any adaptive learning approaches to process data coming from an unknown nonlinear system. By learning from available data, such methods aim at estimating the nonlinearity introduced by the unknown system. In particular, the methods presented in this book are based on online learning approaches, which process the data example-by-example and allow to model even complex nonlinearities, e.g., showing time-varying and dynamic behaviors. Possible fields of applications of such algorithms includes distributed sensor networks, wireless communications, channel identification, predictive maintenance, wind prediction, network security, vehicular networks, active noise control, information forensics and security, tracking control in mobile robots, power systems, and nonlinear modeling in big data, among many others. This book serves as a crucial resource for researchers, PhD and post-graduate students working in the areas of machine learning, signal processing, adaptive filtering, nonlinear control, system identification, cooperative systems, computational intelligence. This book may be also of interest to the industry market and practitioners working with a wide variety of nonlinear systems. Presents the key trends and future perspectives in the field of nonlinear signal processing and adaptive learning. Introduces novel solutions and improvements over the state-of-the-art methods in the very exciting area of online and adaptive nonlinear identification. Helps readers understand important methods that are effective in nonlinear system modelling, suggesting the right methodology to address particular issues.

Issues in Electronic Circuits, Devices, and Materials: 2011 Edition

Anonim
Issues in Electronic Circuits Devices and Materials 2011 Edition Book PDF

Author : Anonim
Publisher : ScholarlyEditions
Page : 2454 pages
File Size : 43,6 Mb
Release : 2012-01-09
Category : Technology & Engineering
ISBN : 9781464963735

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Issues in Electronic Circuits, Devices, and Materials: 2011 Edition by Anonim Pdf

Issues in Electronic Circuits, Devices, and Materials: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Electronic Circuits, Devices, and Materials. The editors have built Issues in Electronic Circuits, Devices, and Materials: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Electronic Circuits, Devices, and Materials in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Electronic Circuits, Devices, and Materials: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Fractional Processes and Fractional-Order Signal Processing

Hu Sheng,YangQuan Chen,TianShuang Qiu
Fractional Processes and Fractional Order Signal Processing Book PDF

Author : Hu Sheng,YangQuan Chen,TianShuang Qiu
Publisher : Springer Science & Business Media
Page : 295 pages
File Size : 52,9 Mb
Release : 2011-10-20
Category : Technology & Engineering
ISBN : 144712233X

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Fractional Processes and Fractional-Order Signal Processing by Hu Sheng,YangQuan Chen,TianShuang Qiu Pdf

Fractional processes are widely found in science, technology and engineering systems. In Fractional Processes and Fractional-order Signal Processing, some complex random signals, characterized by the presence of a heavy-tailed distribution or non-negligible dependence between distant observations (local and long memory), are introduced and examined from the ‘fractional’ perspective using simulation, fractional-order modeling and filtering and realization of fractional-order systems. These fractional-order signal processing (FOSP) techniques are based on fractional calculus, the fractional Fourier transform and fractional lower-order moments. Fractional Processes and Fractional-order Signal Processing: presents fractional processes of fixed, variable and distributed order studied as the output of fractional-order differential systems; introduces FOSP techniques and the fractional signals and fractional systems point of view; details real-world-application examples of FOSP techniques to demonstrate their utility; and provides important background material on Mittag–Leffler functions, the use of numerical inverse Laplace transform algorithms and supporting MATLAB® codes together with a helpful survey of relevant webpages. Readers will be able to use the techniques presented to re-examine their signals and signal-processing methods. This text offers an extended toolbox for complex signals from diverse fields in science and engineering. It will give academic researchers and practitioners a novel insight into the complex random signals characterized by fractional properties, and some powerful tools to analyze those signals.

Space-time Adaptive Processing for Radar

J. R. Guerci
Space time Adaptive Processing for Radar Book PDF

Author : J. R. Guerci
Publisher : Artech House
Page : 212 pages
File Size : 49,7 Mb
Release : 2003
Category : Science
ISBN : 1580536999

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Space-time Adaptive Processing for Radar by J. R. Guerci Pdf

This authoritative, leading-edge resource gives you a comprehensive overview of sample rate conversion (SRC) and its applications in software configurable radios. The book helps you understand the limits of feasible systems for sample rate conversion, as well as the limits of interpolation. You get sound advice on selecting the appropriate types of SRC for specific applications, and assistance in handling the trade-off between hardware complexity and the clock rate of a system. From an introduction to software radio and a refresher on the fundamentals of sampling and sample rate conversion, to discussions on block signal processing and well-known and novel structures for sample rate conversion, the book offers you practical guidance that enables you to quickly find solutions for your challenging projects in the field. This first-of-its-kind reference concludes with a list of questions that - when answered - helps to design a system for sample rate conversion. Over 890 equations and 90 illustrations support key topics throughout the book.

Nonlinear Signal Processing

Gonzalo R. Arce
Nonlinear Signal Processing Book PDF

Author : Gonzalo R. Arce
Publisher : John Wiley & Sons
Page : 483 pages
File Size : 48,7 Mb
Release : 2005-01-03
Category : Science
ISBN : 9780471691846

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Nonlinear Signal Processing by Gonzalo R. Arce Pdf

Nonlinear Signal Processing: A Statistical Approach focuses on unifying the study of a broad and important class of nonlinear signal processing algorithms which emerge from statistical estimation principles, and where the underlying signals are non-Gaussian, rather than Gaussian, processes. Notably, by concentrating on just two non-Gaussian models, a large set of tools is developed that encompass a large portion of the nonlinear signal processing tools proposed in the literature over the past several decades. Key features include: * Numerous problems at the end of each chapter to aid development and understanding * Examples and case studies provided throughout the book in a wide range of applications bring the text to life and place the theory into context * A set of 60+ MATLAB software m-files allowing the reader to quickly design and apply any of the nonlinear signal processing algorithms described in the book to an application of interest is available on the accompanying FTP site.

Advanced Signal Processing Handbook

Stergios Stergiopoulos
Advanced Signal Processing Handbook Book PDF

Author : Stergios Stergiopoulos
Publisher : CRC Press
Page : 752 pages
File Size : 52,7 Mb
Release : 2017-09-08
Category : Technology & Engineering
ISBN : 9781351369442

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Advanced Signal Processing Handbook by Stergios Stergiopoulos Pdf

Advances in digital signal processing algorithms and computer technology have combined to produce real-time systems with capabilities far beyond those of just few years ago. Nonlinear, adaptive methods for signal processing have emerged to provide better array gain performance, however, they lack the robustness of conventional algorithms. The challenge remains to develop a concept that exploits the advantages of both-a scheme that integrates these methods in practical, real-time systems. The Advanced Signal Processing Handbook helps you meet that challenge. Beyond offering an outstanding introduction to the principles and applications of advanced signal processing, it develops a generic processing structure that takes advantage of the similarities that exist among radar, sonar, and medical imaging systems and integrates conventional and nonlinear processing schemes.

Spatial Statistics and Digital Image Analysis

National Research Council,Division on Engineering and Physical Sciences,Commission on Physical Sciences, Mathematics, and Applications,Board on Mathematical Sciences,Panel on Spatial Statistics and Image Processing
Spatial Statistics and Digital Image Analysis Book PDF

Author : National Research Council,Division on Engineering and Physical Sciences,Commission on Physical Sciences, Mathematics, and Applications,Board on Mathematical Sciences,Panel on Spatial Statistics and Image Processing
Publisher : National Academies Press
Page : 257 pages
File Size : 45,6 Mb
Release : 1991-02-01
Category : Mathematics
ISBN : 9780309043762

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Spatial Statistics and Digital Image Analysis by National Research Council,Division on Engineering and Physical Sciences,Commission on Physical Sciences, Mathematics, and Applications,Board on Mathematical Sciences,Panel on Spatial Statistics and Image Processing Pdf

Spatial statistics is one of the most rapidly growing areas of statistics, rife with fascinating research opportunities. Yet many statisticians are unaware of those opportunities, and most students in the United States are never exposed to any course work in spatial statistics. Written to be accessible to the nonspecialist, this volume surveys the applications of spatial statistics to a wide range of areas, including image analysis, geosciences, physical chemistry, and ecology. The book describes the contributions of the mathematical sciences, summarizes the current state of knowledge, and identifies directions for research.

Digital Signal Processing with Matlab Examples, Volume 1

Jose Maria Giron-Sierra
Digital Signal Processing with Matlab Examples Volume 1 Book PDF

Author : Jose Maria Giron-Sierra
Publisher : Springer
Page : 622 pages
File Size : 49,6 Mb
Release : 2016-11-19
Category : Technology & Engineering
ISBN : 9789811025341

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Digital Signal Processing with Matlab Examples, Volume 1 by Jose Maria Giron-Sierra Pdf

This is the first volume in a trilogy on modern Signal Processing. The three books provide a concise exposition of signal processing topics, and a guide to support individual practical exploration based on MATLAB programs. This book includes MATLAB codes to illustrate each of the main steps of the theory, offering a self-contained guide suitable for independent study. The code is embedded in the text, helping readers to put into practice the ideas and methods discussed. The book is divided into three parts, the first of which introduces readers to periodic and non-periodic signals. The second part is devoted to filtering, which is an important and commonly used application. The third part addresses more advanced topics, including the analysis of real-world non-stationary signals and data, e.g. structural fatigue, earthquakes, electro-encephalograms, birdsong, etc. The book’s last chapter focuses on modulation, an example of the intentional use of non-stationary signals.

Passive, Active, and Digital Filters

Wai-Kai Chen
Passive Active and Digital Filters Book PDF

Author : Wai-Kai Chen
Publisher : CRC Press
Page : 838 pages
File Size : 48,7 Mb
Release : 2018-10-08
Category : Technology & Engineering
ISBN : 9781420058864

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Passive, Active, and Digital Filters by Wai-Kai Chen Pdf

Upon its initial publication, The Circuits and Filters Handbook broke new ground. It quickly became the resource for comprehensive coverage of issues and practical information that can be put to immediate use. Not content to rest on his laurels, in addition to updating the second edition, editor Wai-Kai Chen divided it into tightly-focused texts that made the information easily accessible and digestible. These texts have been revised, updated, and expanded so that they continue to provide solid coverage of standard practices and enlightened perspectives on new and emerging techniques. Passive, Active, and Digital Filters provides an introduction to the characteristics of analog filters and a review of the design process and the tasks that need to be undertaken to translate a set of filter specifications into a working prototype. Highlights include discussions of the passive cascade synthesis and the synthesis of LCM and RC one-port networks; a summary of two-port synthesis by ladder development; a comparison of the cascade approach, the multiple-loop feedback topology, and ladder simulations; an examination of four types of finite wordlength effects; and coverage of methods for designing two-dimensional finite-extent impulse response (FIR) discrete-time filters. The book includes coverage of the basic building blocks involved in low- and high-order filters, limitations and practical design considerations, and a brief discussion of low-voltage circuit design. Revised Chapters: Sensitivity and Selectivity Switched-Capacitor Filters FIR Filters IIR Filters VLSI Implementation of Digital Filters Two-Dimensional FIR Filters Additional Chapters: 1-D Multirate Filter Banks Directional Filter Banks Nonlinear Filtering Using Statistical Signal Models Nonlinear Filtering for Image Denoising Video Demosaicking Filters This volume will undoubtedly take its place as the engineer's first choice in looking for solutions to problems encountered when designing filters.