Lessons in Estimation Theory for Signal Processing, Communications, and Control

Author: Jerry M. Mendel

Publisher: Pearson Education

ISBN: 0132440792

Category: Technology & Engineering

Page: 592

View: 3280

Estimation theory is a product of need and technology. As a result, it is an integral part of many branches of science and engineering. To help readers differentiate among the rich collection of estimation methods and algorithms, this book describes in detail many of the important estimation methods and shows how they are interrelated. Written as a collection of lessons, this book introduces readers o the general field of estimation theory and includes abundant supplementary material.
Posted in Technology & Engineering

Nonlinear Filtering

Concepts and Engineering Applications

Author: Jitendra R. Raol,Girija Gopalratnam,Bhekisipho Twala

Publisher: CRC Press

ISBN: 1351647954

Category: Technology & Engineering

Page: 556

View: 7736

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.
Posted in Technology & Engineering

Digital Signal Processing

A Practitioner's Approach

Author: Kaluri V. Rangarao,Ranjan K. Mallik

Publisher: John Wiley & Sons

ISBN: 0470032871

Category: Science

Page: 210

View: 4085

Digital signal processing is essential for improving the accuracy and reliability of a range of engineering systems, including communications, networking, and audio and video applications. Using a combination of programming and mathematical techniques, it clarifies, or standardizes the levels or states of a signal, in order to meet the demands of designing high performance digital hardware. Written by authors with a wealth of practical experience working with digital signal processing, this text is an excellent step-by-step guide for practitioners and researchers needing to understand and quickly implement the technology. Split into six, self-contained chapters, Digital Signal Processing: A Practitioner’s Approach covers: basic principles of signal processing such as linearity, stability, convolution, time and frequency domains, and noise; descriptions of digital filters and their realization, including fixed point implementation, pipelining, and field programmable gate array (FGPA) implementation; Fourier transforms, especially discrete (DFT), and fast Fourier transforms (FFT); case studies demonstrating difference equations, direction of arrival (DoA), and electronic rotating elements, and MATLAB programs to accompany each chapter. A valuable reference for engineers developing digital signal processing applications, this book is also a useful resource for electrical and computer engineering graduates taking courses in signal processing.
Posted in Science

Detection and Estimation for Communication and Radar Systems

Author: Kung Yao,Flavio Lorenzelli,Chiao-En Chen

Publisher: Cambridge University Press

ISBN: 1139619063

Category: Technology & Engineering

Page: N.A

View: 5264

Covering the fundamentals of detection and estimation theory, this systematic guide describes statistical tools that can be used to analyze, design, implement and optimize real-world systems. Detailed derivations of the various statistical methods are provided, ensuring a deeper understanding of the basics. Packed with practical insights, it uses extensive examples from communication, telecommunication and radar engineering to illustrate how theoretical results are derived and applied in practice. A unique blend of theory and applications and over 80 analytical and computational end-of-chapter problems make this an ideal resource for both graduate students and professional engineers.
Posted in Technology & Engineering

Byte

Author: N.A

Publisher: N.A

ISBN: N.A

Category: Minicomputers

Page: N.A

View: 9754

Posted in Minicomputers

Memorandum

Author: N.A

Publisher: N.A

ISBN: N.A

Category: Electrical engineering

Page: N.A

View: 7799

Posted in Electrical engineering

Zeitdiskrete Signalverarbeitung

Author: Alan V. Oppenheim,Ronald W. Schafer

Publisher: Walter de Gruyter GmbH & Co KG

ISBN: 3486792962

Category: Technology & Engineering

Page: 1079

View: 7228

Wer die Methoden der digitalen Signalverarbeitung erlernen oder anwenden will, kommt ohne das weltweit bekannte, neu gefaßte Standardwerk "Oppenheim/Schafer" nicht aus. Die Beliebtheit des Buches beruht auf den didaktisch hervorragenden Einführungen, der umfassenden und tiefgreifenden Darstellung der Grundlagen, der kompetenten Berücksichtigung moderner Weiterentwicklungen und der Vielzahl verständnisfördernder Aufgaben.
Posted in Technology & Engineering

Modern Spectral Estimation

Theory and Application/Book and Disk

Author: Steven M. Kay

Publisher: Prentice Hall

ISBN: N.A

Category: Mathematics

Page: 543

View: 6868

Posted in Mathematics

Advanced topics in signal processing

Author: Jae S. Lim,Alan V. Oppenheim

Publisher: Prentice Hall

ISBN: N.A

Category: Computers

Page: 518

View: 1964

Posted in Computers

Advances in Spectrum Analysis and Array Processing

Author: Simon Haykin

Publisher: N.A

ISBN: 9780130615404

Category: Signal processing.

Page: 542

View: 9824

In this, the third and final volume in the series, ten experts investigate a broad range of topics covering fundamental issues and applications in popular and new algorithms for Spectral Analysis and Array Processing. It covers optimal model-based processing techniques for the detection of multiple narrowband sources; two-dimensional angle estimation; direction-finding algorithms for closely-spaced source scenarios; and the use of neural networks in solving source location problems.
Posted in Signal processing.

Higher-order Spectra Analysis

A Nonlinear Signal Processing Framework

Author: Chrysostomos L. Nikias

Publisher: Prentice Hall

ISBN: 9780136782100

Category: Technology & Engineering

Page: 537

View: 5839

In response to the recent growth of interest in polyspectra, this timely text provides an introduction to signal processing methods that are based on polyspectra and cumulants concepts. The emphasis of the book is placed on the presentation of signal processing tools for use in situations where the more common power spectrum estimation techniques fall short. This manual will be valuable to practicing engineers who need an introduction to polyspectra from a signal processing perspective.
Posted in Technology & Engineering

Fundamentals of Statistical Signal Processing: Detection theory

Author: Steven M. Kay

Publisher: Prentice Hall

ISBN: 9780135041352

Category: Business & Economics

Page: 672

View: 4219

The most comprehensive overview of signal detection available. This is a thorough, up-to-date introduction to optimizing detection algorithms for implementation on digital computers. It focuses extensively on real-world signal processing applications, including state-of-the-art speech and communications technology as well as traditional sonar/radar systems. Start with a quick review of the fundamental issues associated with mathematical detection, as well as the most important probability density functions and their properties. Next, review Gaussian, Chi-Squared, F, Rayleigh, and Rician PDFs, quadratic forms of Gaussian random variables, asymptotic Gaussian PDFs, and Monte Carlo Performance Evaluations. Three chapters introduce the basics of detection based on simple hypothesis testing, including the Neyman-Pearson Theorem, handling irrelevant data, Bayes Risk, multiple hypothesis testing, and both deterministic and random signals. The author then presents exceptionally detailed coverage of composite hypothesis testing to accommodate unknown signal and noise parameters. These chapters will be especially useful for those building detectors that must work with real, physical data. Other topics covered include: Detection in nonGaussian noise, including nonGaussian noise characteristics, known deterministic signals, and deterministic signals with unknown parameters Detection of model changes, including maneuver detection and time-varying PSD detection Complex extensions, vector generalization, and array processing The book makes extensive use of MATLAB, and program listings are included wherever appropriate. Designed for practicing electrical engineers, researchers, and advanced students, it is an ideal complement to Steven M. Kay's Fundamentals of Statistical Signal Processing, Vol. 1: Estimation Theory(Prentice Hall PTR, 1993, ISBN: 0-13-345711-7).
Posted in Business & Economics

Objective measures of speech quality

Author: Schuyler R. Quackenbush,Thomas Pinkney Barnwell,Mark A. Clements

Publisher: Prentice Hall

ISBN: N.A

Category: Technology & Engineering

Page: 377

View: 1172

Very Good,No Highlights or Markup,all pages are intact.
Posted in Technology & Engineering

Random signals and systems

Author: Bernard Picinbono

Publisher: N.A

ISBN: N.A

Category: Technology & Engineering

Page: 591

View: 9826

Posted in Technology & Engineering

The Fast Fourier Transform and Its Applications

Author: E. Oran Brigham

Publisher: N.A

ISBN: N.A

Category: Mathematics

Page: 448

View: 4008

The Fast Fourier Transform (FFT) is a mathematical method widely used in signal processing. This book focuses on the application of the FFT in a variety of areas: Biomedical engineering, mechanical analysis, analysis of stock market data, geophysical analysis, and the conventional radar communications field.
Posted in Mathematics