Numerical Linear Algebra Digital Signal Processing And Parallel Algorithms PDF Download
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Author | : Gene H. Golub |
Publisher | : Springer Science & Business Media |
Total Pages | : 717 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 3642755364 |
Download Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms Book in PDF, ePub and Kindle
Numerical linear algebra, digital signal processing, and parallel algorithms are three disciplines with a great deal of activity in the last few years. The interaction between them has been growing to a level that merits an Advanced Study Institute dedicated to the three areas together. This volume gives an account of the main results in this interdisciplinary field. The following topics emerged as major themes of the meeting: - Singular value and eigenvalue decompositions, including applications, - Toeplitz matrices, including special algorithms and architectures, - Recursive least squares in linear algebra, digital signal processing and control, - Updating and downdating techniques in linear algebra and signal processing, - Stability and sensitivity analysis of special recursive least squares problems, - Special architectures for linear algebra and signal processing. This book contains tutorials on these topics given by leading scientists in each of the three areas. A consider- able number of new research results are presented in contributed papers. The tutorials and papers will be of value to anyone interested in the three disciplines.
Author | : Louis A. D'Alotto |
Publisher | : CRC Press |
Total Pages | : 312 |
Release | : 1998-01-09 |
Genre | : Technology & Engineering |
ISBN | : 9780824700256 |
Download A Unified Signal Algebra Approach to Two-Dimensional Parallel Digital Signal Processing Book in PDF, ePub and Kindle
Aims to bridge the gap between parallel computer architectures and the creation of parallel digital signal processing (DSP) algorithms. This work offers an approach to digital signal processing utilizing the unified signal algebra environment to develop naturally occurring parallel DSP algorithms.;College or university book shops may order five or more copies at a special student price. Price is available on request.
Author | : H. A. van der Vorst |
Publisher | : North Holland |
Total Pages | : 0 |
Release | : 1990 |
Genre | : Algebra, Linear |
ISBN | : 9780444886217 |
Download Parallel Algorithms for Numerical Linear Algebra Book in PDF, ePub and Kindle
This is the first in a new series of books presenting research results and developments concerning the theory and applications of parallel computers, including vector, pipeline, array, fifth/future generation computers, and neural computers. All aspects of high-speed computing fall within the scope of the series, e.g. algorithm design, applications, software engineering, networking, taxonomy, models and architectural trends, performance, peripheral devices. Papers in Volume One cover the main streams of parallel linear algebra: systolic array algorithms, message-passing systems, algorithms for parallel shared-memory systems, and the design of fast algorithms and implementations for vector supercomputers.
Author | : Magdy A. Bayoumi |
Publisher | : Springer Science & Business Media |
Total Pages | : 289 |
Release | : 2012-12-06 |
Genre | : Technology & Engineering |
ISBN | : 146153996X |
Download Parallel Algorithms and Architectures for DSP Applications Book in PDF, ePub and Kindle
Over the past few years, the demand for high speed Digital Signal Proces sing (DSP) has increased dramatically. New applications in real-time image processing, satellite communications, radar signal processing, pattern recogni tion, and real-time signal detection and estimation require major improvements at several levels; algorithmic, architectural, and implementation. These perfor mance requirements can be achieved by employing parallel processing at all levels. Very Large Scale Integration (VLSI) technology supports and provides a good avenue for parallelism. Parallelism offers efficient sohitions to several problems which can arise in VLSI DSP architectures such as: 1. Intermediate data communication and routing: several DSP algorithms, such as FFT, involve excessive data routing and reordering. Parallelism is an efficient mechanism to minimize the silicon cost and speed up the pro cessing time of the intermediate middle stages. 2. Complex DSP applications: the required computation is almost doubled. Parallelism will allow two similar channels processing at the same time. The communication between the two channels has to be minimized. 3. Applicatilm specific systems: this emerging approach should achieve real-time performance in a cost-effective way. 4. Testability and fault tolerance: reliability has become a required feature in most of DSP systems. To achieve such property, the involved time overhead is significant. Parallelism may be the solution to maintain ac ceptable speed performance.
Author | : Biswa Nath Datta |
Publisher | : SIAM |
Total Pages | : 545 |
Release | : 2010-02-04 |
Genre | : Mathematics |
ISBN | : 0898716853 |
Download Numerical Linear Algebra and Applications, Second Edition Book in PDF, ePub and Kindle
An undergraduate textbook that highlights motivating applications and contains summary sections, examples, exercises, online MATLAB codes and a MATLAB toolkit. All the major topics of computational linear algebra are covered, from basic concepts to advanced topics such as the quadratic eigenvalue problem in later chapters.
Author | : A. Bultheel |
Publisher | : Elsevier |
Total Pages | : 445 |
Release | : 1997-11-17 |
Genre | : Computers |
ISBN | : 9780080535524 |
Download Linear Algebra, Rational Approximation and Orthogonal Polynomials Book in PDF, ePub and Kindle
Evolving from an elementary discussion, this book develops the Euclidean algorithm to a very powerful tool to deal with general continued fractions, non-normal Padé tables, look-ahead algorithms for Hankel and Toeplitz matrices, and for Krylov subspace methods. It introduces the basics of fast algorithms for structured problems and shows how they deal with singular situations. Links are made with more applied subjects such as linear system theory and signal processing, and with more advanced topics and recent results such as general bi-orthogonal polynomials, minimal Padé approximation, polynomial root location problems in the complex plane, very general rational interpolation problems, and the lifting scheme for wavelet transform computation. The text serves as a supplement to existing books on structured linear algebra problems, rational approximation and orthogonal polynomials. Features of this book: • provides a unifying approach to linear algebra, rational approximation and orthogonal polynomials • requires an elementary knowledge of calculus and linear algebra yet introduces advanced topics. The book will be of interest to applied mathematicians and engineers and to students and researchers.
Author | : Paul Van Dooren |
Publisher | : Springer Science & Business Media |
Total Pages | : 203 |
Release | : 2012-12-06 |
Genre | : Mathematics |
ISBN | : 1461384192 |
Download Linear Algebra for Control Theory Book in PDF, ePub and Kindle
During the past decade the interaction between control theory and linear algebra has been ever increasing, giving rise to new results in both areas. As a natural outflow of this research, this book presents information on this interdisciplinary area. The cross-fertilization between control and linear algebra can be found in subfields such as Numerical Linear Algebra, Canonical Forms, Ring-theoretic Methods, Matrix Theory, and Robust Control. This book's editors were challenged to present the latest results in these areas and to find points of common interest. This volume reflects very nicely the interaction: the range of topics seems very wide indeed, but the basic problems and techniques are always closely connected. And the common denominator in all of this is, of course, linear algebra. This book is suitable for both mathematicians and students.
Author | : Tatsuo Ishiguro |
Publisher | : SIAM |
Total Pages | : 302 |
Release | : 1993-01-01 |
Genre | : Science |
ISBN | : 9780898713121 |
Download Algorithms & Architectures Book in PDF, ePub and Kindle
Author | : Steven Roman |
Publisher | : Springer Science & Business Media |
Total Pages | : 525 |
Release | : 2007-09-20 |
Genre | : Mathematics |
ISBN | : 0387728317 |
Download Advanced Linear Algebra Book in PDF, ePub and Kindle
This graduate level textbook covers an especially broad range of topics. The book first offers a careful discussion of the basics of linear algebra. It then proceeds to a discussion of modules, emphasizing a comparison with vector spaces, and presents a thorough discussion of inner product spaces, eigenvalues, eigenvectors, and finite dimensional spectral theory, culminating in the finite dimensional spectral theorem for normal operators. The new edition has been revised and contains a chapter on the QR decomposition, singular values and pseudoinverses, and a chapter on convexity, separation and positive solutions to linear systems.
Author | : T. Kailath |
Publisher | : SIAM |
Total Pages | : 351 |
Release | : 1999-01-01 |
Genre | : Computers |
ISBN | : 9781611971354 |
Download Fast Reliable Algorithms for Matrices with Structure Book in PDF, ePub and Kindle
This book is the first to pay special attention to the combined issues of speed and numerical reliability in algorithm development. These two requirements have often been regarded as competitive, so much so that the design of fast and numerically reliable algorithms for large-scale structured systems of linear equations, in many cases, remains a significant open issue. Fast Reliable Algorithms for Matrices with Structure helps bridge this gap by providing the reader with recent contributions written by leading experts in the field. The authors deal with both the theory and the practice of fast numerical algorithms for large-scale structured linear systems. Each chapter covers in detail different aspects of the most recent trends in the theory of fast algorithms, with emphasis on implementation and application issues. Both direct and iterative methods are covered. This book is not merely a collection of articles. The editors have gone to considerable lengths to blend the individual papers into a consistent presentation. Each chapter exposes the reader to some of the most recent research while providing enough background material to put the work into proper context.