Random Signals

Author : Wim C. Van Etten
Publisher : John Wiley & Sons
Page : 270 pages
File Size : 41,8 Mb
Release : 2006-02-03
Category : Science
ISBN : 9780470024126

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Introduction to Random Signals and Noise by Wim C. Van Etten Pdf

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.

Author : Peter J. Fish
Publisher : McGraw-Hill Companies
Page : 312 pages
File Size : 44,5 Mb
Release : 1994
Category : Electronic circuits
ISBN : UCSD:31822021307921

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Electronic Noise and Low Noise Design by Peter J. Fish Pdf

Author : K. Sam Shanmugan,Arthur M. Breipohl
Publisher : John Wiley & Sons
Page : 686 pages
File Size : 51,9 Mb
Release : 1988-05-20
Category : Mathematics
ISBN : UOM:39015036320037

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Random Signals by K. Sam Shanmugan,Arthur M. Breipohl Pdf

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.

Author : Boaz Porat
Publisher : Courier Dover Publications
Page : 468 pages
File Size : 48,5 Mb
Release : 2008-02-29
Category : Technology & Engineering
ISBN : 9780486462981

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Digital Processing of Random Signals by Boaz Porat Pdf

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.

Author : Shlomo Engelberg
Publisher : CRC Press
Page : 216 pages
File Size : 55,8 Mb
Release : 2018-10-03
Category : Technology & Engineering
ISBN : 9781420007770

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Random Signals and Noise by Shlomo Engelberg Pdf

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 MATLAB® 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.

Author : Nirode Mohanty
Publisher : Springer Science & Business Media
Page : 636 pages
File Size : 55,7 Mb
Release : 2012-12-06
Category : Science
ISBN : 9789401170413

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Random Signals Estimation and Identification by Nirode Mohanty Pdf

The techniques used for the extraction of information from received or ob served signals are applicable in many diverse areas such as radar, sonar, communications, geophysics, remote sensing, acoustics, meteorology, med ical imaging systems, and electronics warfare. The received signal is usually disturbed by thermal, electrical, atmospheric, channel, or intentional inter ferences. The received signal cannot be predicted deterministically, so that statistical methods are needed to describe the signal. In general, therefore, any received signal is analyzed as a random signal or process. The purpose of this book is to provide an elementary introduction to random signal analysis, estimation, filtering, and identification. The emphasis of the book is on the computational aspects as well as presentation of com mon analytical tools for systems involving random signals. The book covers random processes, stationary signals, spectral analysis, estimation, optimiz ation, detection, spectrum estimation, prediction, filtering, and identification. The book is addressed to practicing engineers and scientists. It can be used as a text for courses in the areas of random processes, estimation theory, and system identification by undergraduates and graduate students in engineer ing and science with some background in probability and linear algebra. Part of the book has been used by the author while teaching at State University of New York at Buffalo and California State University at Long Beach. Some of the algorithms presented in this book have been successfully applied to industrial projects.

Author : X. Rong Li
Publisher : CRC Press
Page : 472 pages
File Size : 40,9 Mb
Release : 2017-12-14
Category : Technology & Engineering
ISBN : 9781351421522

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Probability, Random Signals, and Statistics by X. Rong Li Pdf

With this innovative text, the study-and teaching- of probability and random signals becomes simpler, more streamlined, and more effective. Its unique "textgraph" format makes it both student-friendly and instructor-friendly. Pages with a larger typeface form a concise text for basic topics and make ideal transparencies; pages with smaller type provide more detailed explanations and more advanced material.

Author : M. Sami Fadali
Publisher : Springer Nature
Page : 489 pages
File Size : 44,7 Mb
Release : 2024-05-10
Category : Electronic
ISBN : 9789819980635

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Introduction to Random Signals, Estimation Theory, and Kalman Filtering by M. Sami Fadali Pdf

Author : Richard C. Jaffe
Publisher : Springer Science & Business Media
Page : 396 pages
File Size : 44,6 Mb
Release : 2000-09-08
Category : Computers
ISBN : 0387989560

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Random Signals for Engineers Using MATLAB and Mathcad: Text by Richard C. Jaffe Pdf

Windows-Version

Author : Gordana Jovanovic Dolecek
Publisher : Springer Science & Business Media
Page : 539 pages
File Size : 53,6 Mb
Release : 2012-08-21
Category : Technology & Engineering
ISBN : 9781461423867

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Random Signals and Processes Primer with MATLAB by Gordana Jovanovic Dolecek Pdf

This book provides anyone needing a primer on random signals and processes with a highly accessible introduction to these topics. It assumes a minimal amount of mathematical background and focuses on concepts, related terms and interesting applications to a variety of fields. All of this is motivated by numerous examples implemented with MATLAB, as well as a variety of exercises at the end of each chapter.

Author : P. T. Schoenemann
Publisher : Unknown
Page : 24 pages
File Size : 41,5 Mb
Release : 1962
Category : Power spectra
ISBN : UOM:39015094991570

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Measurement of Power Spectra for Nonstationary Random Signals by P. T. Schoenemann Pdf

The use of standard techniques for measuring the power spectra of stationary phenomena in the treatment of nonstationary physical phenomena can lead to erroneous results. Some of the tools available for the analysis of nonstationary random phenomena are outlined in this report and the applicability of these tools to some practical engineering problems is discussed.

Author : Antonio F. Gualtierotti
Publisher : Springer
Page : 1176 pages
File Size : 44,7 Mb
Release : 2015-12-15
Category : Mathematics
ISBN : 9783319223155

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Detection of Random Signals in Dependent Gaussian Noise by Antonio F. Gualtierotti Pdf

The book presents the necessary mathematical basis to obtain and rigorously use likelihoods for detection problems with Gaussian noise. To facilitate comprehension the text is divided into three broad areas – reproducing kernel Hilbert spaces, Cramér-Hida representations and stochastic calculus – for which a somewhat different approach was used than in their usual stand-alone context. One main applicable result of the book involves arriving at a general solution to the canonical detection problem for active sonar in a reverberation-limited environment. Nonetheless, the general problems dealt with in the text also provide a useful framework for discussing other current research areas, such as wavelet decompositions, neural networks, and higher order spectral analysis. The structure of the book, with the exposition presenting as many details as necessary, was chosen to serve both those readers who are chiefly interested in the results and those who want to learn the material from scratch. Hence, the text will be useful for graduate students and researchers alike in the fields of engineering, mathematics and statistics.

Author : Charles W. Therrien
Publisher : Unknown
Page : 0 pages
File Size : 54,6 Mb
Release : 1992
Category : Signal processing
ISBN : 0130225452

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Discrete Random Signals and Statistical Signal Processing by Charles W. Therrien Pdf

Author : Hans-Jurgen Zepernick,Adolf Finger
Publisher : John Wiley & Sons
Page : 436 pages
File Size : 52,7 Mb
Release : 2013-07-17
Category : Technology & Engineering
ISBN : 9781118691212

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Pseudo Random Signal Processing by Hans-Jurgen Zepernick,Adolf Finger Pdf

In recent years, pseudo random signal processing has proven to be a critical enabler of modern communication, information, security and measurement systems. The signal’s pseudo random, noise-like properties make it vitally important as a tool for protecting against interference, alleviating multipath propagation and allowing the potential of sharing bandwidth with other users. Taking a practical approach to the topic, this text provides a comprehensive and systematic guide to understanding and using pseudo random signals. Covering theoretical principles, design methodologies and applications, Pseudo Random Signal Processing: Theory and Application: sets out the mathematical foundations needed to implement powerful pseudo random signal processing techniques; presents information about binary and nonbinary pseudo random sequence generation and design objectives; examines the creation of system architectures, including those with microprocessors, digital signal processors, memory circuits and software suits; gives a detailed discussion of sophisticated applications such as spread spectrum communications, ranging and satellite navigation systems, scrambling, system verification, and sensor and optical fibre systems. Pseudo Random Signal Processing: Theory and Applicationis an essential introduction to the subject for practising Electronics Engineers and researchers in the fields of mobile communications, satellite navigation, signal analysis, circuit testing, cryptology, watermarking, and measurement. It is also a useful reference for graduate students taking courses in Electronics, Communications and Computer Engineering.

Author : Shaila Dinkar Apte
Publisher : CRC Press
Page : 594 pages
File Size : 45,5 Mb
Release : 2017-08-15
Category : Mathematics
ISBN : 9781351651394

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Random Signal Processing by Shaila Dinkar Apte Pdf

This book covers random signals and random processes along with estimation of probability density function, estimation of energy spectral density and power spectral density. The properties of random processes and signal modelling are discussed with basic communication theory estimation and detection. MATLAB simulations are included for each concept with output of the program with case studies and project ideas. The chapters progressively introduce and explain the concepts of random signals and cover multiple applications for signal processing. The book is designed to cater to a wide audience starting from the undergraduates (electronics, electrical, instrumentation, computer, and telecommunication engineering) to the researchers working in the pertinent fields. Key Features: • Aimed at random signal processing with parametric signal processing-using appropriate segment size. • Covers speech, image, medical images, EEG and ECG signal processing. • Reviews optimal detection and estimation. • Discusses parametric modeling and signal processing in transform domain. • Includes MATLAB codes and relevant exercises, case studies and solved examples including multiple choice questions