Author : Steven M. Kay
Publisher : Pearson Education
Page : 496 pages
File Size : 50,87 MB
Release : 2013
Category : Technology & Engineering
ISBN : 013280803X
"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. Author Steven M. Kay discusses classical estimation followed by Bayesian estimation, and illustrates the theory with numerous pedagogical and real-world examples."--Cover, volume 1.
Author : Steven M. Kay
Publisher : Pearson
Page : 584 pages
File Size : 32,79 MB
Release : 1998
Category : Technology & Engineering
ISBN :
V.2 Detection theory -- V.1 Estimation theory.
Author : H. Vincent Poor
Publisher : Springer Science & Business Media
Page : 558 pages
File Size : 46,75 MB
Release : 2013-06-29
Category : Technology & Engineering
ISBN : 1475738633
The purpose of this book is to introduce the reader to the basic theory of signal detection and estimation. It is assumed that the reader has a working knowledge of applied probabil ity and random processes such as that taught in a typical first-semester graduate engineering course on these subjects. This material is covered, for example, in the book by Wong (1983) in this series. More advanced concepts in these areas are introduced where needed, primarily in Chapters VI and VII, where continuous-time problems are treated. This book is adapted from a one-semester, second-tier graduate course taught at the University of Illinois. However, this material can also be used for a shorter or first-tier course by restricting coverage to Chapters I through V, which for the most part can be read with a background of only the basics of applied probability, including random vectors and conditional expectations. Sufficient background for the latter option is given for exam pIe in the book by Thomas (1986), also in this series.
Author : Robert M. Gray
Publisher : Cambridge University Press
Page : 479 pages
File Size : 27,18 MB
Release : 2004-12-02
Category : Technology & Engineering
ISBN : 1139456288
This book describes the essential tools and techniques of statistical signal processing. At every stage theoretical ideas are linked to specific applications in communications and signal processing using a range of carefully chosen examples. The book begins with a development of basic probability, random objects, expectation, and second order moment theory followed by a wide variety of examples of the most popular random process models and their basic uses and properties. Specific applications to the analysis of random signals and systems for communicating, estimating, detecting, modulating, and other processing of signals are interspersed throughout the book. Hundreds of homework problems are included and the book is ideal for graduate students of electrical engineering and applied mathematics. It is also a useful reference for researchers in signal processing and communications.
Author : Steven M. Kay
Publisher : Pearson Education India
Page : 672 pages
File Size : 40,33 MB
Release : 2009-09
Category : Estimation theory
ISBN : 9788131729007
"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.
Author : Robert N. McDonough
Publisher : Academic Press
Page : 512 pages
File Size : 11,30 MB
Release : 1995-04-17
Category : Mathematics
ISBN : 0127448527
The Second Edition is an updated revision to the authors highly successful and widely used introduction to the principles and application of the statistical theory of signal detection. This book emphasizes those theories that have been found to be particularly useful in practice including principles applied to detection problems encountered in digital communications, radar, and sonar. Detection processing based upon the fast Fourier transform
Author : Anastasia Veloni
Publisher : CRC Press
Page : 505 pages
File Size : 48,85 MB
Release : 2018-10-03
Category : Technology & Engineering
ISBN : 042901757X
Nowadays, many aspects of electrical and electronic engineering are essentially applications of DSP. This is due to the focus on processing information in the form of digital signals, using certain DSP hardware designed to execute software. Fundamental topics in digital signal processing are introduced with theory, analytical tables, and applications with simulation tools. The book provides a collection of solved problems on digital signal processing and statistical signal processing. The solutions are based directly on the math-formulas given in extensive tables throughout the book, so the reader can solve practical problems on signal processing quickly and efficiently. FEATURES Explains how applications of DSP can be implemented in certain programming environments designed for real time systems, ex. biomedical signal analysis and medical image processing. Pairs theory with basic concepts and supporting analytical tables. Includes an extensive collection of solved problems throughout the text. Fosters the ability to solve practical problems on signal processing without focusing on extended theory. Covers the modeling process and addresses broader fundamental issues.
Author : Louis L. Scharf
Publisher : Prentice Hall
Page : 552 pages
File Size : 50,9 MB
Release : 1991
Category : Technology & Engineering
ISBN :
This book embraces the many mathematical procedures that engineers and statisticians use to draw inference from imperfect or incomplete measurements. This book presents the fundamental ideas in statistical signal processing along four distinct lines: mathematical and statistical preliminaries; decision theory; estimation theory; and time series analysis.
Author : Kung Yao
Publisher : Cambridge University Press
Page : 335 pages
File Size : 25,35 MB
Release : 2013-01-17
Category : Technology & Engineering
ISBN : 1139619063
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.
Author : Monson H. Hayes
Publisher : John Wiley & Sons
Page : 629 pages
File Size : 14,23 MB
Release : 1996-04-19
Category : Technology & Engineering
ISBN : 0471594318
The main thrust is to provide students with a solid understanding of a number of important and related advanced topics in digital signal processing such as Wiener filters, power spectrum estimation, signal modeling and adaptive filtering. Scores of worked examples illustrate fine points, compare techniques and algorithms and facilitate comprehension of fundamental concepts. Also features an abundance of interesting and challenging problems at the end of every chapter.
