Nonlinear Digital Filters Book

Nonlinear Digital Filters


  • Author : Ioannis Pitas
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-03-14
  • Genre: Technology & Engineering
  • Pages : 392
  • ISBN 10 : 9781475760170

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Nonlinear Digital Filters Book Description :

The function of a filter is to transform a signal into another one more suit able for a given purpose. As such, filters find applications in telecommunica tions, radar, sonar, remote sensing, geophysical signal processing, image pro cessing, and computer vision. Numerous authors have considered deterministic and statistical approaches for the study of passive, active, digital, multidimen sional, and adaptive filters. Most of the filters considered were linear although the theory of nonlinear filters is developing rapidly, as it is evident by the numerous research papers and a few specialized monographs now available. Our research interests in this area created opportunity for cooperation and co authored publications during the past few years in many nonlinear filter families described in this book. As a result of this cooperation and a visit from John Pitas on a research leave at the University of Toronto in September 1988, the idea for this book was first conceived. The difficulty in writing such a mono graph was that the area seemed fragmented and no general theory was available to encompass the many different kinds of filters presented in the literature. However, the similarities of some families of nonlinear filters and the need for such a monograph providing a broad overview of the whole area made the pro ject worthwhile. The result is the book now in your hands, typeset at the Department of Electrical Engineering of the University of Toronto during the summer of 1989.

Nonlinear Digital Filters Book

Nonlinear Digital Filters


  • Author : W. K. Ling
  • Publisher : Academic Press
  • Release Date : 2010-07-27
  • Genre: Technology & Engineering
  • Pages : 216
  • ISBN 10 : 0080550010

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Nonlinear Digital Filters Book Description :

Nonlinear Digital Filters provides an easy to understand overview of nonlinear behavior in digital filters, showing how it can be utilized or avoided when operating nonlinear digital filters. It gives techniques for analyzing discrete-time systems with discontinuous linearity, enabling the analysis of other nonlinear discrete-time systems, such as sigma delta modulators, digital phase lock loops, and turbo coders. It uses new methods based on symbolic dynamics, enabling the engineer to easily operate reliable nonlinear digital filters. It gives practical, 'real-world' applications of nonlinear digital filters and contains many examples. The book is ideal for professional engineers working with signal processing applications, as well as advanced undergraduates and graduates conducting a nonlinear filter analysis project. Uses new methods based on symbolic dynamics, enabling the engineer more easily to operate reliable nonlinear digital filters Gives practical, "real-world" applications of nonlinear digital filter Includes many examples.

Nonlinear Digital Filtering with Python Book

Nonlinear Digital Filtering with Python


  • Author : Ronald K. Pearson
  • Publisher : CRC Press
  • Release Date : 2018-09-03
  • Genre: Medical
  • Pages : 286
  • ISBN 10 : 9781498714136

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Nonlinear Digital Filtering with Python Book Description :

Nonlinear Digital Filtering with Python: An Introduction discusses important structural filter classes including the median filter and a number of its extensions (e.g., weighted and recursive median filters), and Volterra filters based on polynomial nonlinearities. Adopting both structural and behavioral approaches in characterizing and designing nonlinear digital filters, this book: Begins with an expedient introduction to programming in the free, open-source computing environment of Python Uses results from algebra and the theory of functional equations to construct and characterize behaviorally defined nonlinear filter classes Analyzes the impact of a range of useful interconnection strategies on filter behavior, providing Python implementations of the presented filters and interconnection strategies Proposes practical, bottom-up strategies for designing more complex and capable filters from simpler components in a way that preserves the key properties of these components Illustrates the behavioral consequences of allowing recursive (i.e., feedback) interconnections in nonlinear digital filters while highlighting a challenging but promising research frontier Nonlinear Digital Filtering with Python: An Introduction supplies essential knowledge useful for developing and implementing data cleaning filters for dynamic data analysis and time-series modeling.

Fundamentals of Nonlinear Digital Filtering Book

Fundamentals of Nonlinear Digital Filtering


  • Author : Jaakko Astola
  • Publisher : CRC Press
  • Release Date : 1997-05-21
  • Genre: Technology & Engineering
  • Pages : 288
  • ISBN 10 : 0849325706

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Fundamentals of Nonlinear Digital Filtering Book Description :

Fundamentals of Nonlinear Digital Filtering is the first book of its kind, presenting and evaluating current methods and applications in nonlinear digital filtering. Written for professors, researchers, and application engineers, as well as for serious students of signal processing, this is the only book available that functions as both a reference handbook and a textbook. Solid introductory material, balanced coverage of theoretical and practical aspects, and dozens of examples provide you with a self-contained, comprehensive information source on nonlinear filtering and its applications.

Binary Polynomial Transforms and Non Linear Digital Filters Book

Binary Polynomial Transforms and Non Linear Digital Filters


  • Author : S. Agaian
  • Publisher : CRC Press
  • Release Date : 1995-04-27
  • Genre: Technology & Engineering
  • Pages : 336
  • ISBN 10 : 082479642X

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Binary Polynomial Transforms and Non Linear Digital Filters Book Description :

This work offers a unified presentation of the theory of binary polynomial transforms and details their numerous applications in nonlinear signal processing. The book also: introduces the Rademacher logical functions; considers fast algorithms for computing Rademacher and polynomial logical functions; focuses attention on general auto- and cross-correlation functions; and more.;The work is intended for applied mathematicians; electrical, electronics and other engineers; computer scientists; and upper-level undergraduate and graduate students in these disciplines.

Introduction to Digital Filters Book
Score: 5
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Introduction to Digital Filters


  • Author : Julius O. Smith
  • Publisher : Julius Smith
  • Release Date : 2007
  • Genre: Computers
  • Pages : 460
  • ISBN 10 : 9780974560717

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Introduction to Digital Filters Book Description :

A digital filter can be pictured as a "black box" that accepts a sequence of numbers and emits a new sequence of numbers. In digital audio signal processing applications, such number sequences usually represent sounds. For example, digital filters are used to implement graphic equalizers and other digital audio effects. This book is a gentle introduction to digital filters, including mathematical theory, illustrative examples, some audio applications, and useful software starting points. The theory treatment begins at the high-school level, and covers fundamental concepts in linear systems theory and digital filter analysis. Various "small" digital filters are analyzed as examples, particularly those commonly used in audio applications. Matlab programming examples are emphasized for illustrating the use and development of digital filters in practice.

Nonlinear Digital Encoders for Data Communications Book

Nonlinear Digital Encoders for Data Communications


  • Author : Calin Vladeanu
  • Publisher : John Wiley & Sons
  • Release Date : 2014-03-06
  • Genre: Technology & Engineering
  • Pages : 151
  • ISBN 10 : 9781118815847

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Nonlinear Digital Encoders for Data Communications Book Description :

This book presents digital encoders for data communications. After an introduction on data communications and different sequences, the authors present the frey encoder as a digital filter followed by the trellis-coded and parallel turbo trellis-coded modulation schemes using nonlinear digital encoders. The book contains many numerical examples that complete the description of the analyzed schemes. Also, some performance simulation results are provided. Appendixes include demonstrations for the mathematical apparatus used throughout the book and some Matlab/Simulink source files used to run the simulations. Therefore, students can easily understand the concepts presented in the book and to simulate the schemes.

Nonlinear Signal Processing Book

Nonlinear Signal Processing


  • Author : Gonzalo R. Arce
  • Publisher : John Wiley & Sons
  • Release Date : 2005-01-03
  • Genre: Science
  • Pages : 480
  • ISBN 10 : 9780471691846

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Nonlinear Signal Processing Book Description :

Nonlinear Signal Processing: A Statistical Approach focuses onunifying the study of a broad and important class of nonlinearsignal processing algorithms which emerge from statisticalestimation principles, and where the underlying signals arenon-Gaussian, rather than Gaussian, processes. Notably, byconcentrating on just two non-Gaussian models, a large set of toolsis developed that encompass a large portion of the nonlinear signalprocessing tools proposed in the literature over the past severaldecades. Key features include: * Numerous problems at the end of each chapter to aid developmentand understanding * Examples and case studies provided throughout the book in a widerange of applications bring the text to life and place the theoryinto context * A set of 60+ MATLAB software m-files allowing the reader toquickly design and apply any of the nonlinear signal processingalgorithms described in the book to an application of interest isavailable on the accompanying FTP site.

Complex Valued Nonlinear Adaptive Filters Book

Complex Valued Nonlinear Adaptive Filters


  • Author : Danilo P. Mandic
  • Publisher : John Wiley & Sons
  • Release Date : 2009-04-20
  • Genre: Science
  • Pages : 344
  • ISBN 10 : 9780470742631

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Complex Valued Nonlinear Adaptive Filters Book Description :

This book was written in response to the growing demand for a text that provides a unified treatment of linear and nonlinear complex valued adaptive filters, and methods for the processing of general complex signals (circular and noncircular). It brings together adaptive filtering algorithms for feedforward (transversal) and feedback architectures and the recent developments in the statistics of complex variable, under the powerful frameworks of CR (Wirtinger) calculus and augmented complex statistics. This offers a number of theoretical performance gains, which is illustrated on both stochastic gradient algorithms, such as the augmented complex least mean square (ACLMS), and those based on Kalman filters. This work is supported by a number of simulations using synthetic and real world data, including the noncircular and intermittent radar and wind signals.

Nonlinear Image Processing Book

Nonlinear Image Processing


  • Author : Sanjit Kumar Mitra
  • Publisher : Academic Press
  • Release Date : 2001
  • Genre: Computers
  • Pages : 455
  • ISBN 10 : 0125004516

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Nonlinear Image Processing Book Description :

This state-of-the-art book deals with the most important aspects of non-linear imaging challenges. The need for engineering and mathematical methods is essential for defining non-linear effects involved in such areas as computer vision, optical imaging, computer pattern recognition, and industrial automation challenges. * Presents the latest developments in a variety of filter design techniques and algorithms * Contains essential information for development of Human Vision Systems (HVS) * Provides foundations for digital imaging and image capture technology

Analog Filters using MATLAB Book
Score: 4
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Analog Filters using MATLAB


  • Author : Lars Wanhammar
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-06-02
  • Genre: Technology & Engineering
  • Pages : 316
  • ISBN 10 : 0387927670

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Analog Filters using MATLAB Book Description :

This textbook provides a complete introduction to analog filters for senior undergraduate and graduate students. Coverage includes the synthesis of analog filters and many other filter types including passive filters and filters with distributed elements.

Nonlinear Filtering Book

Nonlinear Filtering


  • Author : Jitendra R. Raol
  • Publisher : CRC Press
  • Release Date : 2017-07-12
  • Genre: Technology & Engineering
  • Pages : 556
  • ISBN 10 : 9781351647953

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Nonlinear Filtering Book Description :

Nonlinear Filtering covers linear and nonlinear filtering in a comprehensive manner, with appropriate theoretic and practical development. Aspects of modeling, estimation, recursive filtering, linear filtering, and nonlinear filtering are presented with appropriate and sufficient mathematics. A modeling-control-system approach is used when applicable, and detailed practical applications are presented to elucidate the analysis and filtering concepts. MATLAB routines are included, and examples from a wide range of engineering applications - including aerospace, automated manufacturing, robotics, and advanced control systems - are referenced throughout the text.

Digital Filters Book

Digital Filters


  • Author : Fred Taylor
  • Publisher : John Wiley & Sons
  • Release Date : 2011-09-20
  • Genre: Technology & Engineering
  • Pages : 320
  • ISBN 10 : 9781118141144

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Digital Filters Book Description :

The book is not an exposition on digital signal processing (DSP) but rather a treatise on digital filters. The material and coverage is comprehensive, presented in a consistent that first develops topics and subtopics in terms it their purpose, relationship to other core ideas, theoretical and conceptual framework, and finally instruction in the implementation of digital filter devices. Each major study is supported by Matlab-enabled activities and examples, with each Chapter culminating in a comprehensive design case study.

Nonlinear Image Processing Book

Nonlinear Image Processing


  • Author : Sanjit Kumar Mitra
  • Publisher : Academic Press
  • Release Date : 2001
  • Genre: Computers
  • Pages : 455
  • ISBN 10 : 0125004516

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Nonlinear Image Processing Book Description :

This state-of-the-art book deals with the most important aspects of non-linear imaging challenges. The need for engineering and mathematical methods is essential for defining non-linear effects involved in such areas as computer vision, optical imaging, computer pattern recognition, and industrial automation challenges. * Presents the latest developments in a variety of filter design techniques and algorithms * Contains essential information for development of Human Vision Systems (HVS) * Provides foundations for digital imaging and image capture technology