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: 3409

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

Modern Spectral Estimation

Theory and Application

Author: Steven M. Kay

Publisher: Prentice-Hall PTR

ISBN: 9780130151599

Category: Education

Page: 539

View: 762

Posted in Education

Fundamentals Of Statistical Processing, Volume 2: Detection Theory

Author: Kay

Publisher: Pearson Education India

ISBN: 9788131729007

Category: Estimation theory

Page: 672

View: 8593

"For those involved in the design and implementation of signal processing algorithms, this book strikes a balance between highly theoretical expositions and the more practical treatments, covering only those approaches necessary for obtaining an optimal estimator and analyzing its performance. Authoer Steven M. Kay discusses classical estimation followed by Bayesian estimation, and illustrates the theory with numerous pedagogical and real-world examples."--Cover, volume 1.
Posted in Estimation theory

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: 7428

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 Processing of Random Signals

Theory and Methods

Author: Boaz Porat

Publisher: Courier Dover Publications

ISBN: 0486462986

Category: Technology & Engineering

Page: 449

View: 5039

This excellent advanced text rigorously covers several topics. Geared toward students of electrical engineering, its material is sufficiently general to be applicable to other engineering fields. 1994 edition.
Posted in Technology & Engineering

Digital Signal Processing Using MATLAB: A Problem Solving Companion

Author: Vinay K. Ingle,John G. Proakis

Publisher: Cengage Learning

ISBN: 1337026123

Category: Computers

Page: 672

View: 3184

Learn to use MATLAB as a useful computing tool for exploring traditional Digital Signal Processing (DSP) topics and solving problems to gain insight. DIGITAL SIGNAL PROCESSING USING MATLAB: A PROBLEM SOLVING COMPANION, 4E greatly expands the range and complexity of problems that learners can effectively study. Since DSP applications are primarily algorithms implemented on a DSP processor or software, they typically require a significant amount of programming. Using interactive software, such as MATLAB, enables readers to focus on mastering new and challenging concepts rather than concentrating on programming algorithms. This edition discusses interesting, practical examples and explores useful problems to provide the groundwork for further study. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.
Posted in Computers

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: 6085

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

Streamlining Digital Signal Processing

A Tricks of the Trade Guidebook

Author: Richard G. Lyons

Publisher: John Wiley & Sons

ISBN: 1118316932

Category: Technology & Engineering

Page: 496

View: 7805

This book presents recent advances in DSP to simplify, or increase the computational speed of, common signal processing operations. The topics describe clever DSP tricks of the trade not covered in conventional DSP textbooks. This material is practical, real-world, DSP tips and tricks as opposed to the traditional highly-specialized, math-intensive, research subjects directed at industry researchers and university professors. This book goes well beyond the standard DSP fundamentals textbook and presents new, but tried-and-true, clever implementations of digital filter design, spectrum analysis, signal generation, high-speed function approximation, and various other DSP functions.
Posted in Technology & Engineering

Signal Processing with Fractals

A Wavelet-based Approach

Author: Gregory Wornell

Publisher: Prentice Hall

ISBN: 9780131209992

Category: Technology & Engineering

Page: 177

View: 8819

Fractal geometry and recent developments in wavelet theory are having an important impact on the field of signal processing. Efficient representations for fractal signals based on wavelets are opening up new applications for signal processing, and providing better solutions to problems in existing applications. Signal Processing with Fractals provides a valuable introduction to this new and exciting area, and develops a powerful conceptual foundation for understanding the topic. Practical techniques for synthesizing, analyzing, and processing fractal signals for a wide range of applications are developed in detail, and novel applications in communications are explored.
Posted in Technology & Engineering

Byte

Author: N.A

Publisher: N.A

ISBN: N.A

Category: Minicomputers

Page: N.A

View: 2856

Posted in Minicomputers

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: 2829

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

Algorithms for Statistical Signal Processing

Author: John G. Proakis

Publisher: N.A

ISBN: N.A

Category: Technology & Engineering

Page: 564

View: 4399

Keeping pace with the expanding, ever more complex applications of DSP, this authoritative presentation of computational algorithms for statistical signal processing focuses on advanced topics ignored by other books on the subject. Algorithms for Convolution and DFT. Linear Prediction and Optimum Linear Filters. Least-Squares Methods for System Modeling and Filter Design. Adaptive Filters. Recursive Least-Squares Algorithms for Array Signal Processing. QRD-Based Fast Adaptive Filter Algorithms. Power Spectrum Estimation. Signal Analysis with Higher-Order Spectra. For Electrical Engineers, Computer Engineers, Computer Scientists, and Applied Mathematicians.
Posted in Technology & Engineering

Linear Estimation

Author: Thomas Kailath,Ali H. Sayed,Babak Hassibi

Publisher: N.A

ISBN: 9780130224644

Category: Mathematics

Page: 854

View: 7405

This original work offers the most comprehensive and up-to-date treatment of the important subject of optimal linear estimation, which is encountered in many areas of engineering such as communications, control, and signal processing, and also in several other fields, e.g., econometrics and statistics. The book not only highlights the most significant contributions to this field during the 20th century, including the works of Wiener and Kalman, but it does so in an original and novel manner that paves the way for further developments. This book contains a large collection of problems that complement it and are an important part of piece, in addition to numerous sections that offer interesting historical accounts and insights. The book also includes several results that appear in print for the first time. FEATURES/BENEFITS Takes a geometric point of view. Emphasis on the numerically favored array forms of many algorithms. Emphasis on equivalence and duality concepts for the solution of several related problems in adaptive filtering, estimation, and control. These features are generally absent in most prior treatments, ostensibly on the grounds that they are too abstract and complicated. It is the authors' hope that these misconceptions will be dispelled by the presentation herein, and that the fundamental simplicity and power of these ideas will be more widely recognized and exploited. Among other things, these features already yielded new insights and new results for linear and nonlinear problems in areas such as adaptive filtering, quadratic control, and estimation, including the recent "Ha theories."
Posted in Mathematics

Memorandum

Author: N.A

Publisher: N.A

ISBN: N.A

Category: Electrical engineering

Page: N.A

View: 1284

Posted in Electrical engineering