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Random signals and noise are present in many engineering systems and networks. Signal processing techniques allow engineers to distinguish between useful signals in audio, video or communication equipment, and interference, which disturbs the desired signal. With a strong mathematical grounding, this text provides a clear introduction to the fundamentals of stochastic processes and their practical applications to random signals and noise. With worked examples, problems, and detailed appendices, Introduction to Random Signals and Noise gives the reader the knowledge to design optimum systems for effectively coping with unwanted signals. Key features: Considers a wide range of signals and noise, including analogue, discrete-time and bandpass signals in both time and frequency domains. Analyses the basics of digital signal detection using matched filtering, signal space representation and correlation receiver. Examines optimal filtering methods and their consequences. Presents a detailed discussion of the topic of Poisson processes and shot noise. An excellent resource for professional engineers developing communication systems, semiconductor devices, and audio and video equipment, this book is also ideal for senior undergraduate and graduate students in Electronic and Electrical Engineering.

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Genre: Science
Author: Wim C. Van Etten
Publisher: John Wiley & Sons
Release: 2006-02-03
File: 270 Pages
ISBN-13: 9780470024126

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Understanding the nature of random signals and noise is critically important for detecting signals and for reducing and minimizing the effects of noise in applications such as communications and control systems. Outlining a variety of techniques and explaining when and how to use them, Random Signals and Noise: A Mathematical Introduction focuses on applications and practical problem solving rather than probability theory. A Firm Foundation Before launching into the particulars of random signals and noise, the author outlines the elements of probability that are used throughout the book and includes an appendix on the relevant aspects of linear algebra. He offers a careful treatment of Lagrange multipliers and the Fourier transform, as well as the basics of stochastic processes, estimation, matched filtering, the Wiener-Khinchin theorem and its applications, the Schottky and Nyquist formulas, and physical sources of noise. Practical Tools for Modern Problems Along with these traditional topics, the book includes a chapter devoted to spread spectrum techniques. It also demonstrates the use of MATLABĀ® for solving complicated problems in a short amount of time while still building a sound knowledge of the underlying principles. A self-contained primer for solving real problems, Random Signals and Noise presents a complete set of tools and offers guidance on their effective application.

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Genre: Technology & Engineering
Author: Shlomo Engelberg
Publisher: CRC Press
Release: 2018-10-03
File: 216 Pages
ISBN-13: 9781420007770

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This "bible" of a whole generation of communications engineers was originally published in 1958. The focus is on the statistical theory underlying the study of signals and noises in communications systems, emphasizing techniques as well s results. End of chapter problems are provided. Sponsored by: IEEE Communications Society.

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Genre: Electronic books
Author: Wilbur B. Davenport
Publisher:
Release: 1987
File: 393 Pages
ISBN-13: 0470544147

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Describes the leading techniques for analyzing noise. Discusses methods that are applicable to periodic signals,aperiodic signals, or random processes over finite or infiniteintervals. Provides readers with a useful reference when designing ormodeling communications systems.

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Genre: Technology & Engineering
Author: Roy M. Howard
Publisher: John Wiley & Sons
Release: 2004-08-18
File: 328 Pages
ISBN-13: 9780471460831

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Providing detailed coverage of Wiener filtering and Kalman filtering, this book presents a coherent treatment of estimation theory and an in-depth look at detection theory for communication and pattern recognition.

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Genre: Signal processing
Author: Dwight F. Mix
Publisher: Macmillan College
Release: 1995
File: 450 Pages
ISBN-13: UOM:39015034870389

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This book aims to provide an introduction to the problem of noise from the viewpoint of a circuit designer, covering the theory of intrinsic noise, electromagnetic compatibility and the basis of low-noise design. It will be of value to final year and postgraduate electronic engineering students taking courses on electronic noise or EMC, to postgraduate research students whose project includes low-noise design and to practising engineers whose qualifying courses covered the subject inadequately or who need to refresh or improve their knowledge of this area of electronic engineering.

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Genre: Engineering
Author: Peter J. Fish
Publisher: Macmillan International Higher Education
Release: 2017-03-01
File: 278 Pages
ISBN-13: 9781349230600

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Miller and Childers have focused on creating a clear presentation of foundational concepts with specific applications to signal processing and communications, clearly the two areas of most interest to students and instructors in this course. It is aimed at graduate students as well as practicing engineers, and includes unique chapters on narrowband random processes and simulation techniques. The appendices provide a refresher in such areas as linear algebra, set theory, random variables, and more. Probability and Random Processes also includes applications in digital communications, information theory, coding theory, image processing, speech analysis, synthesis and recognition, and other fields. * Exceptional exposition and numerous worked out problems make the book extremely readable and accessible * The authors connect the applications discussed in class to the textbook * The new edition contains more real world signal processing and communications applications * Includes an entire chapter devoted to simulation techniques

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Genre: Mathematics
Author: Scott L. Miller
Publisher: Academic Press
Release: 2012
File: 611 Pages
ISBN-13: 9780123869814

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This treatise develops the theory of random processes and its application to the study of systems and the analysis of random data. It covers the fundamentals of random process models, the applications of probabilistic models and statistical estimation.

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Genre: Science
Author: K. Sam Shanmugan
Publisher: John Wiley & Sons Incorporated
Release: 1988-05-20
File: 664 Pages
ISBN-13: UOM:39015036320037

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This book contains a unified treatment of a class of problems of signal detection theory. This is the detection of signals in addi tive noise which is not required to have Gaussian probability den sity functions in its statistical description. For the most part the material developed here can be classified as belonging to the gen eral body of results of parametric theory. Thus the probability density functions of the observations are assumed to be known, at least to within a finite number of unknown parameters in a known functional form. Of course the focus is on noise which is not Gaussian; results for Gaussian noise in the problems treated here become special cases. The contents also form a bridge between the classical results of signal detection in Gaussian noise and those of nonparametric and robust signal detection, which are not con sidered in this book. Three canonical problems of signal detection in additive noise are covered here. These allow between them formulation of a range of specific detection problems arising in applications such as radar and sonar, binary signaling, and pattern recognition and classification. The simplest to state and perhaps the most widely studied of all is the problem of detecting a completely known deterministic signal in noise. Also considered here is the detection random non-deterministic signal in noise. Both of these situa of a tions may arise for observation processes of the low-pass type and also for processes of the band-pass type.

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Genre: Technology & Engineering
Author: Saleem A. Kassam
Publisher: Springer Science & Business Media
Release: 2012-12-06
File: 234 Pages
ISBN-13: 9781461238348

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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.

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Genre: Technology & Engineering
Author: Boaz Porat
Publisher: Courier Dover Publications
Release: 2008-02-29
File: 449 Pages
ISBN-13: 9780486462981

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