Fundamentals Of Nonlinear Digital Filtering
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Author |
: Jaakko Astola |
Publisher |
: CRC Press |
Total Pages |
: 292 |
Release |
: 1997-05-21 |
ISBN-10 |
: 0849325706 |
ISBN-13 |
: 9780849325700 |
Rating |
: 4/5 (06 Downloads) |
Synopsis Fundamentals of Nonlinear Digital Filtering by : Jaakko Astola
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.
Author |
: Jaakko Astola |
Publisher |
: CRC Press |
Total Pages |
: 288 |
Release |
: 2020-09-10 |
ISBN-10 |
: 9781000102611 |
ISBN-13 |
: 1000102610 |
Rating |
: 4/5 (11 Downloads) |
Synopsis Fundamentals of Nonlinear Digital Filtering by : Jaakko Astola
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.
Author |
: Ioannis Pitas |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 402 |
Release |
: 2013-03-14 |
ISBN-10 |
: 9781475760170 |
ISBN-13 |
: 1475760175 |
Rating |
: 4/5 (70 Downloads) |
Synopsis Nonlinear Digital Filters by : Ioannis Pitas
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.
Author |
: Ronald K. Pearson |
Publisher |
: CRC Press |
Total Pages |
: 286 |
Release |
: 2018-09-03 |
ISBN-10 |
: 9781498714136 |
ISBN-13 |
: 1498714137 |
Rating |
: 4/5 (36 Downloads) |
Synopsis Nonlinear Digital Filtering with Python by : Ronald K. Pearson
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.
Author |
: W. K. Ling |
Publisher |
: Academic Press |
Total Pages |
: 217 |
Release |
: 2010-07-27 |
ISBN-10 |
: 9780080550015 |
ISBN-13 |
: 0080550010 |
Rating |
: 4/5 (15 Downloads) |
Synopsis Nonlinear Digital Filters by : W. K. Ling
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.
Author |
: Julius Orion Smith |
Publisher |
: Julius Smith |
Total Pages |
: 481 |
Release |
: 2007 |
ISBN-10 |
: 9780974560717 |
ISBN-13 |
: 0974560715 |
Rating |
: 4/5 (17 Downloads) |
Synopsis Introduction to Digital Filters by : Julius Orion Smith
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.
Author |
: Dietrich Schlichthärle |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 367 |
Release |
: 2012-12-06 |
ISBN-10 |
: 9783662041703 |
ISBN-13 |
: 3662041707 |
Rating |
: 4/5 (03 Downloads) |
Synopsis Digital Filters by : Dietrich Schlichthärle
This textbook provides an insight into the characteristics and design of digital filters. It includes tables of filter parameters for Butterworth, Chbeyshev, Cauer and Bessel filters and several computer routines for filter design programs.
Author |
: R. E. Bogner |
Publisher |
: Wiley-Interscience |
Total Pages |
: 220 |
Release |
: 1975 |
ISBN-10 |
: UOM:39015016028089 |
ISBN-13 |
: |
Rating |
: 4/5 (89 Downloads) |
Synopsis Introduction to Digital Filtering by : R. E. Bogner
Introduction to sampling and z-transforms. General characteristics of digital filter. Synthesis of digital filters from continuous filter data. Direct synthesis of digital filters. Filters with finite duration impulse responses. Fourier transform methods. Frequency sampling filters. Frequency sampling filters with interger multipliers. Quantization effects in digital filters. Optimization techniques in digital filter design.
Author |
: Wai-Kai Chen |
Publisher |
: CRC Press |
Total Pages |
: 838 |
Release |
: 2018-10-08 |
ISBN-10 |
: 9781420058864 |
ISBN-13 |
: 142005886X |
Rating |
: 4/5 (64 Downloads) |
Synopsis Passive, Active, and Digital Filters by : Wai-Kai Chen
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.
Author |
: Jitendra R. Raol |
Publisher |
: CRC Press |
Total Pages |
: 1079 |
Release |
: 2017-07-12 |
ISBN-10 |
: 9781351647953 |
ISBN-13 |
: 1351647954 |
Rating |
: 4/5 (53 Downloads) |
Synopsis Nonlinear Filtering by : Jitendra R. Raol
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.