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Probabilistic Methods of Signal and System Analysis

Author : George R. Cooper

Publisher : Oxford Series in Electrical an

Page : 480 pages

File Size : 39,40 MB

Release : 1999

Category : Computers

ISBN : 9780195123548

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Book Description

Probabilistic Methods of Signal and System Analysis, 3/e stresses the engineering applications of probability theory, presenting the material at a level and in a manner ideally suited to engineering students at the junior or senior level. It is also useful as a review for graduate students and practicing engineers. Thoroughly revised and updated, this third edition incorporates increased use of the computer in both text examples and selected problems. It utilizes MATLAB as a computational tool and includes new sections relating to Bernoulli trials, correlation of data sets, smoothing of data, computer computation of correlation functions and spectral densities, and computer simulation of systems. All computer examples can be run using the Student Version of MATLAB. Almost all of the examples and many of the problems have been modified or changed entirely, and a number of new problems have been added. A separate appendix discusses and illustrates the application of computers to signal and system analysis.



Probabilistic Methods of Signal and System Analysis

Author : George R. Cooper

Publisher : Oxford University Press, USA

Page : 8 pages

File Size : 24,67 MB

Release : 1986

Category : Language Arts & Disciplines

ISBN : 9780030706141

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Book Description

Probabilistic Methods of Signal and System Analysis, 3/e stresses the engineering applications of probability theory, presenting the material at a level and in a manner ideally suited to engineering students at the junior or senior level. It is also useful as a review for graduate students and practicing engineers.Thoroughly revised and updated, this third edition incorporates increased use of the computer in both text examples and selected problems. It utilizes MATLAB as a computational tool and includes new sections relating to Bernoulli trials, correlation of data sets, smoothing of data, computer computation of correlation functions and spectral densities, and computer simulation of systems. All computer examples can be run using the Student Version of MATLAB. Almost all of the examples and many of the problems have been modified or changed entirely, and a number of new problems have been added. A separate appendix discusses and illustrates the application of computers to signal and system analysis.



Solutions Manual for Probablistic Methods of Signal and System Analysis

Author : George R. Cooper

Publisher : Oxford University Press, USA

Page : 124 pages

File Size : 13,76 MB

Release : 1998-08-01

Category : Probabilities

ISBN : 9780195123555

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Book Description

This Solutions Manual is intended to accompany Probabilistic Methods of Signal and System Analysis, Third Edition by George R. Cooper and Clare D. McGillem. It contains fully worked-out solutions to problems in the main text. The manual is available free to adopters of the main text.



Accident Precursor Analysis and Management

Author : National Academy of Engineering

Publisher : National Academies Press

Page : 221 pages

File Size : 42,81 MB

Release : 2004-09-16

Category : Technology & Engineering

ISBN : 0309092167

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Book Description

In the aftermath of catastrophes, it is common to find prior indicators, missed signals, and dismissed alerts that, had they been recognized and appropriately managed before the event, could have resulted in the undesired event being averted. These indicators are typically called "precursors." Accident Precursor Analysis and Management: Reducing Technological Risk Through Diligence documents various industrial and academic approaches to detecting, analyzing, and benefiting from accident precursors and examines public-sector and private-sector roles in the collection and use of precursor information. The book includes the analysis, findings and recommendations of the authoring NAE committee as well as eleven individually authored background papers on the opportunity of precursor analysis and management, risk assessment, risk management, and linking risk assessment and management.



An Introduction to Statistical Signal Processing

Author : Robert M. Gray

Publisher : Cambridge University Press

Page : 479 pages

File Size : 21,55 MB

Release : 2004-12-02

Category : Technology & Engineering

ISBN : 1139456288

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Book Description

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.



Introduction to Applied Statistical Signal Analysis

Author : Richard Shiavi

Publisher : Elsevier

Page : 424 pages

File Size : 42,79 MB

Release : 2010-07-19

Category : Technology & Engineering

ISBN : 0080467687

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Book Description

Introduction to Applied Statistical Signal Analysis, Third Edition, is designed for the experienced individual with a basic background in mathematics, science, and computer. With this predisposed knowledge, the reader will coast through the practical introduction and move on to signal analysis techniques, commonly used in a broad range of engineering areas such as biomedical engineering, communications, geophysics, and speech. Topics presented include mathematical bases, requirements for estimation, and detailed quantitative examples for implementing techniques for classical signal analysis. This book includes over one hundred worked problems and real world applications. Many of the examples and exercises use measured signals, most of which are from the biomedical domain. The presentation style is designed for the upper level undergraduate or graduate student who needs a theoretical introduction to the basic principles of statistical modeling and the knowledge to implement them practically. Includes over one hundred worked problems and real world applications. Many of the examples and exercises in the book use measured signals, many from the biomedical domain.



Foundations of Signal Processing

Author : Martin Vetterli

Publisher : Cambridge University Press

Page : 745 pages

File Size : 25,8 MB

Release : 2014-09-04

Category : Technology & Engineering

ISBN : 1139916572

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Book Description

This comprehensive and engaging textbook introduces the basic principles and techniques of signal processing, from the fundamental ideas of signals and systems theory to real-world applications. Students are introduced to the powerful foundations of modern signal processing, including the basic geometry of Hilbert space, the mathematics of Fourier transforms, and essentials of sampling, interpolation, approximation and compression The authors discuss real-world issues and hurdles to using these tools, and ways of adapting them to overcome problems of finiteness and localization, the limitations of uncertainty, and computational costs. It includes over 160 homework problems and over 220 worked examples, specifically designed to test and expand students' understanding of the fundamentals of signal processing, and is accompanied by extensive online materials designed to aid learning, including Mathematica® resources and interactive demonstrations.



Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System Faults

Author : Nabamita Banerjee Roy

Publisher : CRC Press

Page : 144 pages

File Size : 38,15 MB

Release : 2021-07-21

Category : Technology & Engineering

ISBN : 1000414906

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Book Description

Explores methods of fault identification through programming and simulation in MATLAB Examines signal processing tools and their applications with examples Provides knowledge of artificial neural networks and their applications with illustrations Uses PNN and BPNN to identify the different types of faults and obtain their corresponding locations Discusses the programming of signal processing using Wavelet Transform and S-Transform



Basic Radar Analysis, Second Edition

Author : Mervin C. Budge

Publisher : Artech House

Page : 816 pages

File Size : 34,11 MB

Release : 2020-04-30

Category : Technology & Engineering

ISBN : 1630815578

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Book Description

This highly-anticipated second edition of an Artech House classic covers several key radar analysis areas: the radar range equation, detection theory, ambiguity functions, waveforms, antennas, active arrays, receivers and signal processors, CFAR and chaff analysis. Readers will be able to predict the detection performance of a radar system using the radar range equation, its various parameters, matched filter theory, and Swerling target models. The performance of various signal processors, single pulse, pulsed Doppler, LFM, NLFM, and BPSK, are discussed, taking into account factors including MTI processing, integration gain, weighting loss and straddling loss. The details of radar analysis are covered from a mathematical perspective, with in-depth breakdowns of radar performance in the presence of clutter. Readers will be able to determine the nose temperature of a multi-channel receiver as it is used in active arrays. With the addition of three new chapters on moving target detectors, inverse synthetic aperture radar (ISAR) and constant false alarm rate (CFAR) and new MATLAB codes, this expanded second edition will appeal to the novice as well as the experienced practitioner.



Fundamentals of Applied Probability and Random Processes

Author : Oliver Ibe

Publisher : Academic Press

Page : 457 pages

File Size : 42,89 MB

Release : 2014-06-13

Category : Mathematics

ISBN : 0128010355

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Book Description

The long-awaited revision of Fundamentals of Applied Probability and Random Processes expands on the central components that made the first edition a classic. The title is based on the premise that engineers use probability as a modeling tool, and that probability can be applied to the solution of engineering problems. Engineers and students studying probability and random processes also need to analyze data, and thus need some knowledge of statistics. This book is designed to provide students with a thorough grounding in probability and stochastic processes, demonstrate their applicability to real-world problems, and introduce the basics of statistics. The book's clear writing style and homework problems make it ideal for the classroom or for self-study. - Demonstrates concepts with more than 100 illustrations, including 2 dozen new drawings - Expands readers' understanding of disruptive statistics in a new chapter (chapter 8) - Provides new chapter on Introduction to Random Processes with 14 new illustrations and tables explaining key concepts. - Includes two chapters devoted to the two branches of statistics, namely descriptive statistics (chapter 8) and inferential (or inductive) statistics (chapter 9).