Nonlinear Signal Processing

Nonlinear Signal Processing
Author: Gonzalo R. Arce
Publisher: John Wiley & Sons
Total Pages: 483
Release: 2005-01-03
Genre: Science
ISBN: 0471691844

Download Nonlinear Signal Processing Book in PDF, Epub and Kindle

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.

Nonlinear and Nonstationary Signal Processing

Nonlinear and Nonstationary Signal Processing
Author: W. J. Fitzgerald
Publisher: Cambridge University Press
Total Pages: 510
Release: 2000
Genre: Mathematics
ISBN: 9780521800440

Download Nonlinear and Nonstationary Signal Processing Book in PDF, Epub and Kindle

Signal processing, nonlinear data analysis, nonlinear time series, nonstationary processes.

Nonlinear Signal and Image Processing

Nonlinear Signal and Image Processing
Author: Kenneth E. Barner
Publisher: CRC Press
Total Pages: 560
Release: 2003-11-24
Genre: Technology & Engineering
ISBN: 0203010418

Download Nonlinear Signal and Image Processing Book in PDF, Epub and Kindle

Nonlinear signal and image processing methods are fast emerging as an alternative to established linear methods for meeting the challenges of increasingly sophisticated applications. Advances in computing performance and nonlinear theory are making nonlinear techniques not only viable, but practical. This book details recent advances in nonl

Nonlinear Optical Systems

Nonlinear Optical Systems
Author: Le Nguyen Binh
Publisher: CRC Press
Total Pages: 465
Release: 2012-03-05
Genre: Science
ISBN: 1439845476

Download Nonlinear Optical Systems Book in PDF, Epub and Kindle

Nonlinear Optical Systems: Principles, Phenomena, and Advanced Signal Processing is a simplified overview of the evolution of technology associated with nonlinear systems and advanced signal processing. This book’s coverage ranges from fundamentals to phenomena to the most cutting-edge aspects of systems for next-generation biomedical monitoring and nonlinear optical transmission. The authors address how these systems are applied through photonic signal processing in contemporary optical systems for communications and/or laser systems. They include a concise but sufficient explanation of mathematical representation of nonlinear equations to provide insight into nonlinear dynamics at different phases. The book also describes advanced aspects of solitons and bound solitons for passive- and active-mode locked fiber lasers, in which higher-order differential equations can be employed to represent the dynamics of amplitude evolution in the current or voltages of lightwaves in such systems. Covering a wide range of topics, this book: Introduces nonlinear systems and some mathematical representations, particularly the routes to chaos and bifurcation Describes nonlinear fiber lightwave lasing systems Covers nonlinear phenomena in fiber lasers, including both passive and active energy storage cavities Experimentally and theoretically demonstrates soliton pulses, in which lightwaves are the carrier under their envelopes Assembles and demonstrates sequences of both single and multiple solitons in a group and then assesses their dynamics in detail Examines the evolution of bound solitons, which are transmitted through single-mode optical fibers that compose a phase variation system This text outlines the theory and techniques used in nonlinear physics and applications for physical systems. It also illustrates the use of MATLAB® and Simulink® computer models and processing techniques for nonlinear signals. Building on readers’ newly acquired fundamental understanding of nonlinear systems and associated signal processing, the book then demonstrates the use of such applications in real-world, practical environments.

Analysis and Control of Nonlinear Process Systems

Analysis and Control of Nonlinear Process Systems
Author: Katalin M. Hangos
Publisher: Springer Science & Business Media
Total Pages: 325
Release: 2006-04-18
Genre: Mathematics
ISBN: 185233861X

Download Analysis and Control of Nonlinear Process Systems Book in PDF, Epub and Kindle

This straightforward text makes the complicated but powerful methods of non-linear control accessible to process engineers. Not only does it cover the necessary mathematics, but it consistently refers to the widely-known finite-dimensional linear time-invariant continuous case as a basis for extension to the nonlinear situation.

Neural Advances in Processing Nonlinear Dynamic Signals

Neural Advances in Processing Nonlinear Dynamic Signals
Author: Anna Esposito
Publisher: Springer
Total Pages: 313
Release: 2018-07-21
Genre: Technology & Engineering
ISBN: 3319950983

Download Neural Advances in Processing Nonlinear Dynamic Signals Book in PDF, Epub and Kindle

This book proposes neural networks algorithms and advanced machine learning techniques for processing nonlinear dynamic signals such as audio, speech, financial signals, feedback loops, waveform generation, filtering, equalization, signals from arrays of sensors, and perturbations in the automatic control of industrial production processes. It also discusses the drastic changes in financial, economic, and work processes that are currently being experienced by the computational and engineering sciences community. Addresses key aspects, such as the integration of neural algorithms and procedures for the recognition, the analysis and detection of dynamic complex structures and the implementation of systems for discovering patterns in data, the book highlights the commonalities between computational intelligence (CI) and information and communications technologies (ICT) to promote transversal skills and sophisticated processing techniques. This book is a valuable resource for a. The academic research community b. The ICT market c. PhD students and early stage researchers d. Companies, research institutes e. Representatives from industry and standardization bodies

Optical Signal Processing in Highly Nonlinear Fibers

Optical Signal Processing in Highly Nonlinear Fibers
Author: Mário Fernando Santos Ferreira
Publisher: CRC Press
Total Pages: 130
Release: 2020-05-18
Genre: Technology & Engineering
ISBN: 0429552726

Download Optical Signal Processing in Highly Nonlinear Fibers Book in PDF, Epub and Kindle

This book provides an updated description of the most relevant types of highly nonlinear fibers. It also describes some of their actual applications for nonlinear optical signal processing. Multiple types of highly nonlinear fibers are considered, such as silica-based conventional highly nonlinear fibers, tapered fibers, photonic crystal fibers, and fibers made of highly nonlinear materials, namely lead-silicate, tellurite, bismuth oxide, and chalcogenide glasses. Several nonlinear phenomena occurring on such highly nonlinear fibers are described and used to realize different functions in the area of all-optical signal processing.  Describes several nonlinear phenomena occurring on optical fibers, namely nonlinear phase modulation, parametric and stimulated scattering processes, optical solitons, and supercontinuum generation.  Discusses different types of highly nonlinear fibers, namely silica-based conventional highly nonlinear fibers, tapered fibers, and photonic crystal fibers.  Examines fibers made of highly nonlinear materials, namely lead-silicate, tellurite, bismuth oxide, and chalcogenide glasses.  Describes the application of several nonlinear phenomena occurring on highly nonlinear fibers to realize different functions in the area of all-optical signal processing, namely optical amplification, multiwavelength sources, pulse generation, optical regeneration, wavelength conversion, and optical switching. Mário F. S. Ferreira received his PhD degree in 1992 in physics from the University of Aveiro, Portugal, where he is now a professor in the Physics Department. Between 1990 and 1991, he was at the University of Essex, UK, performing experimental work on external cavity semiconductor lasers and nonlinear optical fiber amplifiers. His research interests have been concerned with the modeling and characterization of multisection semiconductor lasers, quantum well lasers, optical fiber amplifiers and lasers, soliton propagation, nanophotonics, optical sensors, polarization, and nonlinear effects in optical fibers. He has written more than 400 scientific journal and conference publications and several books in the area of mathematical physics, optics, and photonics. He has served as chair and committee member of multiple international conferences, as well as guest editor and advisory board member of several international journals.

Nonlinear Biomedical Signal Processing, Volume 2

Nonlinear Biomedical Signal Processing, Volume 2
Author: Metin Akay
Publisher: Wiley-IEEE Press
Total Pages: 376
Release: 2000-09-20
Genre: Computers
ISBN:

Download Nonlinear Biomedical Signal Processing, Volume 2 Book in PDF, Epub and Kindle

Publisher description: Biomedical / Electrical Engineering Nonlinear Biomedical Signal Processing Volume I: Fuzzy Logic, Neural Networks, and New Algorithms A volume in the IEEE Press Series on Biomedical Engineering Metin Akay, Series Editor For the first time, eleven experts in the fields of signal processing and biomedical engineering have contributed to an edition on the newest theories and applications of fuzzy logic, neural networks, and algorithms in biomedicine. Nonlinear Biomedical Signal Processing, Volume I provides comprehensive coverage of nonlinear signal processing techniques. In the last decade, theoretical developments in the concept of fuzzy logic have led to several new approaches to neural networks. This compilation delivers plenty of real-world examples for a variety of implementations and applications of nonlinear signal processing technologies to biomedical problems. Included here are discussions that combine the various structures of Kohenen, Hopfield, and multiple-layer "designer" networks with other approaches to produce hybrid systems. Comparative analysis is made of methods of genetic, back-propagation, Bayesian, and other learning algorithms. Topics covered include: * Uncertainty management * Analysis of biomedical signals * A guided tour of neural networks * Application of algorithms to EEG and heart rate variability signals * Event detection and sample stratification in genomic sequences * Applications of multivariate analysis methods to measure glucose concentration Nonlinear Biomedical Signal Processing, Volume I is a valuable reference tool for medical researchers, medical faculty and advanced graduate student, s as well as for practicing biomedical engineers. Nonlinear Biomedical Signal Processing, Volume I is an excellent companion to Nonlinear Biomedical Signal Processing, Volume II: Dynamic Analysis and Modeling.

Nonlinear Digital Filters

Nonlinear Digital Filters
Author: Ioannis Pitas
Publisher: Springer Science & Business Media
Total Pages: 412
Release: 1990-01-31
Genre: Technology & Engineering
ISBN: 0792390490

Download Nonlinear Digital Filters Book in PDF, Epub and Kindle

To date, no unifying theory has been developed which encompasses nonlinear filters in the same theoretical framework. This book takes strides in that direction by organizing nonlinear filter classes in a concise way and stretching their common properties. Annotation copyrighted by Book News, Inc., Portland, OR