Svd And Signal Processing Iii

Author : M. Moonen,B. De Moor
Publisher : Elsevier
Page : 485 pages
File Size : 44,5 Mb
Release : 1995-03-16
Category : Technology & Engineering
ISBN : 0080542158

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SVD and Signal Processing, III by M. Moonen,B. De Moor Pdf

Matrix Singular Value Decomposition (SVD) and its application to problems in signal processing is explored in this book. The papers discuss algorithms and implementation architectures for computing the SVD, as well as a variety of applications such as systems and signal modeling and detection. The publication presents a number of keynote papers, highlighting recent developments in the field, namely large scale SVD applications, isospectral matrix flows, Riemannian SVD and consistent signal reconstruction. It also features a translation of a historical paper by Eugenio Beltrami, containing one of the earliest published discussions of the SVD. With contributions sourced from internationally recognised scientists, the book will be of specific interest to all researchers and students involved in the SVD and signal processing field.

Author : Ed. F. Deprettere
Publisher : Unknown
Page : 500 pages
File Size : 43,7 Mb
Release : 1988
Category : Technology & Engineering
ISBN : UOM:39015013526861

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SVD and Signal Processing by Ed. F. Deprettere Pdf

Compiled in this book is a selection of articles written by internationally recognized experts in the fields of matrix computation and signal processing. In almost all digital signal processing (DSR) problems, the available data is corrupted by (measurement) noise or is incomplete. Classical techniques are unable to separate ''signal'' spaces and ''noise'' spaces. However, the information hidden in the data can be made explicit through singular value decomposition (SVD). SVD based signal processing is making headway and will become feasible soon, thanks to the progress in parallel computations and VLSI implementation. The book is divided into six parts. Part one is a tutorial, beginning with an introduction, including (VLSI) parallel algorithms and some intriguing problems. It describes several applications of SVD in system identification and signal detection. It also deals with the fundamental harmonic retrieval problem and principal component analysis. Part two discusses details of model reduction, system identification and detection of multiple sinusoids in white noise, while part three is devoted to the total-least-squares and generalized singular value decomposition problems. The fourth section deals with real-time and adaptive algorithms, the fifth examines fast algorithms and architectures, such as block-algorithms, computational arrays, systolic arrays, hypercubes and connection machines, and the final part addresses some open problems.

Author : Richard J. Vaccaro
Publisher : Elsevier Publishing Company
Page : 534 pages
File Size : 43,5 Mb
Release : 1991
Category : Mathematics
ISBN : UOM:39015030250933

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SVD and Signal Processing, II by Richard J. Vaccaro Pdf

This volume is an outgrowth of the 2nd International Workshop on SVD and Signal Processing which was held in Kingston, Rhode Island, 25-27 June, 1990. The singular value decomposition (SVD) has been applied to signal processing problems since the late 1970's, although it has been known in various forms for over 100 years. SVD filtering has been shown to give better results at lower signal-to-noise ratios than classical techniques based on linear filtering. This explains in part the recent interest in SVD techniques for signal processing. This book is a compilation of papers that examine in detail the singular decomposition of a matrix and its application to problems in signal processing. Algorithms and implementation architectures for computing the SVD are discussed, and analysis techniques for predicting and understanding the performance of SVD-based algorithms are given. The volume will provide both a stimulus for future research in this field as well as useful reference material for many years to come.

Author : C.H. Chen
Publisher : CRC Press
Page : 712 pages
File Size : 52,6 Mb
Release : 2006-10-09
Category : Technology & Engineering
ISBN : 0849350913

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Signal and Image Processing for Remote Sensing by C.H. Chen Pdf

Most data from satellites are in image form, thus most books in the remote sensing field deal exclusively with image processing. However, signal processing can contribute significantly in extracting information from the remotely sensed waveforms or time series data. Pioneering the combination of the two processes, Signal and Image Processing for Remote Sensing provides a balance between the role of signal processing and image processing in remote sensing. Featuring contributions from worldwide experts, this book emphasizes mathematical approaches. Divided into two parts, Part I examines signal processing for remote sensing and Part II explores image processing. Not limited to the problems with data from satellite sensors, the book considers other sensors which acquire data remotely, including signals and images from infrasound, seismic, microwave, and satellite sensors. It covers a broader scope of issues in remote sensing information processing than other books in this area. With rapid technological advances, the mathematical techniques provided will far outlast the sensor, software and hardware technologies. Focusing on methodologies of signal processing and image processing in remote sensing, this book discusses unique techniques for dealing with remote sensing problems.

Author : Vijay Madisetti
Publisher : CRC Press
Page : 874 pages
File Size : 49,9 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781420046052

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Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing by Vijay Madisetti Pdf

Now available in a three-volume set, this updated and expanded edition of the bestselling The Digital Signal Processing Handbook continues to provide the engineering community with authoritative coverage of the fundamental and specialized aspects of information-bearing signals in digital form. Encompassing essential background material, technical details, standards, and software, the second edition reflects cutting-edge information on signal processing algorithms and protocols related to speech, audio, multimedia, and video processing technology associated with standards ranging from WiMax to MP3 audio, low-power/high-performance DSPs, color image processing, and chips on video. Drawing on the experience of leading engineers, researchers, and scholars, the three-volume set contains 29 new chapters that address multimedia and Internet technologies, tomography, radar systems, architecture, standards, and future applications in speech, acoustics, video, radar, and telecommunications. This volume, Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing, provides complete coverage of the foundations of signal processing related to wireless, radar, space–time coding, and mobile communications, together with associated applications to networking, storage, and communications.

Author : J. G. McWhirter
Publisher : Oxford University Press, USA
Page : 470 pages
File Size : 51,7 Mb
Release : 1994
Category : Mathematics
ISBN : UOM:39015033079784

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Mathematics in Signal Processing III by J. G. McWhirter Pdf

This is a survey of recent work in signal processing. Some of the papers report progress which has been made in established areas of research such as adaptive filtering and spectral analysis. Other papers relate to emerging topics of interest such as wavelet analysis, fractal approximation,and nonlinear filtering. Particular effort was made to include papers which consider the development of mathemtical techniques for various signal processing applications ranging from radar and communication systems to astronomy, seismology, and medical imagery. The keynote paper entitled "Adaptive Algorithms for BlindChannel Equalisation" by Professor J. G. Proakis encompasses all of these characteristics and thus sets the tone for the rest of the volume whilst reporting some highly significant research.

Author : Ian T. Young
Publisher : Unknown
Page : 814 pages
File Size : 55,8 Mb
Release : 1986
Category : Signal processing
ISBN : UCSD:31822002699817

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Signal Processing III by Ian T. Young Pdf

Author : J. G. McWhirter,I. K. Proudler,Institute of Mathematics and Its Applications
Publisher : Oxford University Press
Page : 380 pages
File Size : 49,7 Mb
Release : 2002
Category : Computers
ISBN : 0198507348

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Mathematics in Signal Processing V by J. G. McWhirter,I. K. Proudler,Institute of Mathematics and Its Applications Pdf

A selection of papers presented at the four-yearly IMA conference on Mathematics in Signal Processing. Covering a wide range of recent topics, including excellent review papers and original research.

Author : Vadim Olshevsky
Publisher : American Mathematical Soc.
Page : 128 pages
File Size : 55,5 Mb
Release : 2024-06-11
Category : Electronic
ISBN : 9780821819210

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Structured Matrices in Mathematics, Computer Science, and Engineering I by Vadim Olshevsky Pdf

Author : David Vernon
Publisher : Springer Science & Business Media
Page : 953 pages
File Size : 43,6 Mb
Release : 2000-06-19
Category : Computers
ISBN : 9783540676850

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Computer Vision - ECCV 2000 by David Vernon Pdf

Ten years ago, the inaugural European Conference on Computer Vision was held in Antibes, France. Since then, ECCV has been held biennially under the auspices of the European Vision Society at venues around Europe. This year, the privilege of organizing ECCV 2000 falls to Ireland and it is a signal honour for us to host what has become one of the most important events in the calendar of the computer vision community. ECCV is a single-track conference comprising the highest quality, previously unpublished, contributed papers on new and original research in computer vision. This year, 266 papers were submitted and, following a rigorous double-blind review process, with each paper being reviewed by three referees, 116 papers were selected by the Programme Committee for presentation at the conference. The venue for ECCV 2000 is the University of Dublin, Trinity College. - unded in 1592, it is Ireland’s oldest university and has a proud tradition of scholarship in the Arts, Humanities, and Sciences, alike. The Trinity campus, set in the heart of Dublin, is an oasis of tranquility and its beautiful squares, elegant buildings, and tree-lined playing- elds provide the perfect setting for any conference.

Author : Wai Lok Woo ,Bin Gao
Publisher : MDPI
Page : 418 pages
File Size : 55,5 Mb
Release : 2020-12-29
Category : Technology & Engineering
ISBN : 9783039282708

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Sensor Signal and Information Processing II by Wai Lok Woo ,Bin Gao Pdf

In the current age of information explosion, newly invented technological sensors and software are now tightly integrated with our everyday lives. Many sensor processing algorithms have incorporated some forms of computational intelligence as part of their core framework in problem solving. These algorithms have the capacity to generalize and discover knowledge for themselves and learn new information whenever unseen data are captured. The primary aim of sensor processing is to develop techniques to interpret, understand, and act on information contained in the data. The interest of this book is in developing intelligent signal processing in order to pave the way for smart sensors. This involves mathematical advancement of nonlinear signal processing theory and its applications that extend far beyond traditional techniques. It bridges the boundary between theory and application, developing novel theoretically inspired methodologies targeting both longstanding and emergent signal processing applications. The topic ranges from phishing detection to integration of terrestrial laser scanning, and from fault diagnosis to bio-inspiring filtering. The book will appeal to established practitioners, along with researchers and students in the emerging field of smart sensors processing.

Author : Syed T. Ali,J-P Antoine,Jean-Perre Gazeau
Publisher : Springer Science & Business Media
Page : 421 pages
File Size : 50,6 Mb
Release : 2012-12-06
Category : Science
ISBN : 9781461212584

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Coherent States, Wavelets and Their Generalizations by Syed T. Ali,J-P Antoine,Jean-Perre Gazeau Pdf

A survey of the theory of coherent states, wavelets, and some of their generalizations, emphasizing mathematical structures. Starting from the standard theory of coherent states over Lie groups, the authors generalize the formalism by associating coherent states to group representations that are square integrable over a homogeneous space; a further step allows the group context to be dispensed with altogether. The unified background makes transparent otherwise obscure properties of wavelets and of coherent states. Many concrete examples, such as semisimple Lie groups, the relativity group, and several kinds of wavelets, are discussed in detail. The book concludes with physical applications, centering on the quantum measurement problem and the quantum-classical transition. Intended as an introduction to current research for graduate students and others entering the field, the mathematical discussion is self- contained. With its extensive references to the research literature, the book will also be a useful compendium of recent results for physicists and mathematicians already active in the field.

Author : C.H. Chen
Publisher : CRC Press
Page : 298 pages
File Size : 40,6 Mb
Release : 2008
Category : Technology & Engineering
ISBN : MINN:31951D02657105Q

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Signal Processing for Remote Sensing by C.H. Chen Pdf

Continuing in the footsteps of the pioneering first edition, Signal and Image Processing for Remote Sensing, Second Edition explores the most up-to-date signal and image processing methods for dealing with remote sensing problems. Although most data from satellites are in image form, signal processing can contribute significantly in extracting information from remotely sensed waveforms or time series data. This book combines both, providing a unique balance between the role of signal processing and image processing. Featuring contributions from worldwide experts, this book continues to emphasize mathematical approaches. Not limited to satellite data, it also considers signals and images from hydroacoustic, seismic, microwave, and other sensors. Chapters cover important topics in signal and image processing and discuss techniques for dealing with remote sensing problems. Each chapter offers an introduction to the topic before delving into research results, making the book accessible to a broad audience. This second edition reflects the considerable advances that have occurred in the field, with 23 of 27 chapters being new or entirely rewritten. Coverage includes new mathematical developments such as compressive sensing, empirical mode decomposition, and sparse representation, as well as new component analysis methods such as non-negative matrix and tensor factorization. The book also presents new experimental results on SAR and hyperspectral image processing. The emphasis is on mathematical techniques that will far outlast the rapidly changing sensor, software, and hardware technologies. Written for industrial and academic researchers and graduate students alike, this book helps readers connect the "dots" in image and signal processing. New in This Edition The second edition includes four chapters from the first edition, plus 23 new or entirely rewritten chapters, and 190 new figures. New topics covered include: Compressive sensing The mixed pixel problem with hyperspectral images Hyperspectral image (HSI) target detection and classification based on sparse representation An ISAR technique for refocusing moving targets in SAR images Empirical mode decomposition for signal processing Feature extraction for classification of remote sensing signals and images Active learning methods in classification of remote sensing images Signal subspace identification of hyperspectral data Wavelet-based multi/hyperspectral image restoration and fusion The second edition is not intended to replace the first edition entirely and readers are encouraged to read both editions of the book for a more complete picture of signal and image processing in remote sensing. See Signal and Image Processing for Remote Sensing (CRC Press 2006).

Author : Ake Bjorck
Publisher : SIAM
Page : 425 pages
File Size : 53,9 Mb
Release : 1996-01-01
Category : Mathematics
ISBN : 1611971489

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Numerical Methods for Least Squares Problems by Ake Bjorck Pdf

The method of least squares was discovered by Gauss in 1795. It has since become the principal tool to reduce the influence of errors when fitting models to given observations. Today, applications of least squares arise in a great number of scientific areas, such as statistics, geodetics, signal processing, and control. In the last 20 years there has been a great increase in the capacity for automatic data capturing and computing. Least squares problems of large size are now routinely solved. Tremendous progress has been made in numerical methods for least squares problems, in particular for generalized and modified least squares problems and direct and iterative methods for sparse problems. Until now there has not been a monograph that covers the full spectrum of relevant problems and methods in least squares. This volume gives an in-depth treatment of topics such as methods for sparse least squares problems, iterative methods, modified least squares, weighted problems, and constrained and regularized problems. The more than 800 references provide a comprehensive survey of the available literature on the subject.

Author : W.H.A. SCHILDERS,E.J.W. TER MATEN
Publisher : Elsevier
Page : 928 pages
File Size : 44,6 Mb
Release : 2005-04-04
Category : Technology & Engineering
ISBN : 9780080459158

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Numerical Methods in Electromagnetics by W.H.A. SCHILDERS,E.J.W. TER MATEN Pdf

This special volume provides a broad overview and insight in the way numerical methods are being used to solve the wide variety of problems in the electronics industry. Furthermore its aim is to give researchers from other fields of application the opportunity to benefit from the results wich have been obtained in the electronics industry. * Complete survey of numerical methods used in the electronic industry * Each chapter is selfcontained * Presents state-of-the-art applications and methods * Internationally recognised authors