Modern Spectrum Analysis of Time Series

Fast Algorithms and Error Control Techniques

Author: Prabhakar S. Naidu

Publisher: CRC Press

ISBN: 9780849324642

Category: Mathematics

Page: 416

View: 6143

Spectrum analysis can be considered as a topic in statistics as well as a topic in digital signal processing (DSP). This book takes a middle course by emphasizing the time series models and their impact on spectrum analysis. The text begins with elements of probability theory and goes on to introduce the theory of stationary stochastic processes. The depth of coverage is extensive. Many topics of concern to spectral characterization of Gaussian and non-Gaussian time series, scalar and vector time series are covered. A section is devoted to the emerging areas of non-stationary and cyclostationary time series. The book is organized more as a textbook than a reference book. Each chapter includes many examples to illustrate the concepts described. Several exercises are included at the end of each chapter. The level is appropriate for graduate and research students.

Incorporating Sustainable Practice in Mechanics and Structures of Materials

Author: Sam Fragomeni,Srikanth Venkatesan

Publisher: CRC Press

ISBN: 0203829867

Category: Technology & Engineering

Page: 956

View: 4744

Incorporating Sustainable Practice in Mechanics of Structures and Materials is a collection of peer-reviewed papers presented at the 21st Australasian Conference on the Mechanics of Structures and Materials (ACMSM21, Victoria, University, Melbourne, Australia, 7th – 10th of December 2010). The contributions from academics, researchers and practising engineers from 17 countries, mainly from Australasia and the Asia-pacific region, cover a wide range of topics, including: • Composite structures • Computational mechanics • Concrete structures • Dynamic analysis of structures • Earthquake and wind engineering • Fibre composites • Fire engineering • Geomechanics and foundation engineering • Masonry structures • Mechanics of materials • Shock and impact loading • Steel and aluminium structures • Structural health monitoring • Structural optimisation • Sustainable materials • Timber engineering Incorporating Sustainable Practice in Mechanics of Structures and Materials will be a valuable reference for academics, researchers and practising engineers working in structural engineering and structural mechanics.

Time Series: Theory and Methods

Author: Peter J. Brockwell,Richard A. Davis

Publisher: Springer Science & Business Media

ISBN: 1489900047

Category: Mathematics

Page: 520

View: 2206

We have attempted in this book to give a systematic account of linear time series models and their application to the modelling and prediction of data collected sequentially in time. The aim is to provide specific techniques for handling data and at the same time to provide a thorough understanding of the mathematical basis for the techniques. Both time and frequency domain methods are discussed but the book is written in such a way that either approach could be emphasized. The book is intended to be a text for graduate students in statistics, mathematics, engineering, and the natural or social sciences. It has been used both at the M. S. level, emphasizing the more practical aspects of modelling, and at the Ph. D. level, where the detailed mathematical derivations of the deeper results can be included. Distinctive features of the book are the extensive use of elementary Hilbert space methods and recursive prediction techniques based on innovations, use of the exact Gaussian likelihood and AIC for inference, a thorough treatment of the asymptotic behavior of the maximum likelihood estimators of the coefficients of univariate ARMA models, extensive illustrations of the tech niques by means of numerical examples, and a large number of problems for the reader. The companion diskette contains programs written for the IBM PC, which can be used to apply the methods described in the text.

29th Midwest Symposium on Circuits and Systems

Proceedings of the 29th Midwest Symposium on Circuits and Systems, Held August 10-12, 1986, in Lincoln, Nebraska

Author: Mohammed Ismail

Publisher: New York : North-Holland


Category: Technology & Engineering

Page: 993

View: 8329

Innovative Computing and Information

International Conference, ICCIC 2011, held in Wuhan, China, September 17-18, 2011. Proceedings

Author: Minli Dai

Publisher: Springer Science & Business Media

ISBN: 3642239978

Category: Computers

Page: 549

View: 9161

This six-volume-set (CCIS 231, 232, 233, 234, 235, 236) constitutes the refereed proceedings of the International Conference on Computing, Information and Control, ICCIC 2011, held in Wuhan, China, in September 2011. The papers are organized in two volumes on Innovative Computing and Information (CCIS 231 and 232), two volumes on Computing and Intelligent Systems (CCIS 233 and 234), and in two volumes on Information and Management Engineering (CCIS 235 and 236).

High-Performance VLSI Signal Processing Innovative Architectures and Algorithms, Systems Design and Applications

Author: H. J. Ray Liu,Kung Yao

Publisher: Wiley-IEEE Press

ISBN: 9780780334694

Category: Technology & Engineering

Page: 696

View: 1937

Electrical Engineering/Signal Processing High-Performance VLSI Signal Processing Innovative Architectures and Algorithms Volume 2 Systems Design And Applications The second volume in a two-volume set, High-Performance VLSI Signal Processing: Innovative Architectures and Algorithms brings together the most innovative papers in the field, focused introductory material, and extensive references. The editors present timely coverage of the latest design tools, design environments, and implementations of VLSI signal processing systems. These volumes will serve as vital resources for engineers who want a comprehensive knowledge of the extremely interdisciplinary field of high-performance VLSI processing. The editors provide a practical understanding of the merits of total system design through an insightful, synergistic presentation of methodology, architecture, and infrastructure. Each volume features: * Major papers that span the wide range of research areas in the field * Chapter introductions including historical perspectives * Numerous applications-oriented design examples * Coverage of current and future technological trends

Mathematical Reviews

Author: N.A

Publisher: N.A


Category: Mathematics

Page: N.A

View: 3133

Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems

Author: Ivan Zelinka,Ponnuthurai Nagaratnam Suganthan,Guanrong Chen,Vaclav Snasel,Ajith Abraham,Otto Rössler

Publisher: Springer

ISBN: 3319074016

Category: Computers

Page: 462

View: 3603

The prediction of behavior of complex systems, analysis and modeling of its structure is a vitally important problem in engineering, economy and generally in science today. Examples of such systems can be seen in the world around us (including our bodies) and of course in almost every scientific discipline including such “exotic” domains as the earth’s atmosphere, turbulent fluids, economics (exchange rate and stock markets), population growth, physics (control of plasma), information flow in social networks and its dynamics, chemistry and complex networks. To understand such complex dynamics, which often exhibit strange behavior, and to use it in research or industrial applications, it is paramount to create its models. For this purpose there exists a rich spectrum of methods, from classical such as ARMA models or Box Jenkins method to modern ones like evolutionary computation, neural networks, fuzzy logic, geometry, deterministic chaos amongst others. This proceedings book is a collection of accepted papers of the Nostradamus conference that has been held in Ostrava, Czech Republic in June 2014. This book also includes outstanding keynote lectures by distinguished guest speakers: René Lozi (France), Ponnuthurai Nagaratnam Suganthan (Singapore) and Lars Nolle (Germany). The main aim of the conference was to create a periodical possibility for students, academics and researchers to exchange their ideas and novel research methods. This conference establishes a forum for presentation and discussion of recent research trends in the area of applications of various predictive methods.

Books in Print

Author: R.R. Bowker Company

Publisher: N.A


Category: American literature

Page: N.A

View: 5004

Books in print is the major source of information on books currently published and in print in the United States. The database provides the record of forthcoming books, books in-print, and books out-of-print.

Data Analysis, Machine Learning and Applications

Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7-9, 2007

Author: Christine Preisach,Hans Burkhardt,Lars Schmidt-Thieme,Reinhold Decker

Publisher: Springer Science & Business Media

ISBN: 9783540782469

Category: Computers

Page: 719

View: 867

Data analysis and machine learning are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medical science, bioinformatics and business intelligence. This volume contains the revised versions of selected papers in the field of data analysis, machine learning and applications presented during the 31st Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl). The conference was held at the Albert-Ludwigs-University in Freiburg, Germany, in March 2007.


Author: Andrew C. Harvey

Publisher: Walter de Gruyter GmbH & Co KG

ISBN: 3486786741

Category: Business & Economics

Page: 396

View: 4277

Gegenstand des Werkes sind Analyse und Modellierung von Zeitreihen. Es wendet sich an Studierende und Praktiker aller Disziplinen, in denen Zeitreihenbeobachtungen wichtig sind.

Modern Applied Statistics with S

Author: W.N. Venables,B.D. Ripley

Publisher: Springer Science & Business Media

ISBN: 9780387954578

Category: Mathematics

Page: 498

View: 2329

A guide to using S environments to perform statistical analyses providing both an introduction to the use of S and a course in modern statistical methods. The emphasis is on presenting practical problems and full analyses of real data sets.