Probability Random Signals And Statistics

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Probability, Random Signals, and Statistics

Author : X. Rong Li
Publisher : CRC Press
ISBN 13 : 1351421514
Total Pages : 343 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Probability, Random Signals, and Statistics by : X. Rong Li

Download or read book Probability, Random Signals, and Statistics written by X. Rong Li and published by CRC Press. This book was released on 2017-12-14 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Probability, Statistics, and Random Signals

Author : Charles G. Boncelet
Publisher :
ISBN 13 : 9780190200527
Total Pages : 418 pages
Book Rating : 4.2/5 (5 download)

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Book Synopsis Probability, Statistics, and Random Signals by : Charles G. Boncelet

Download or read book Probability, Statistics, and Random Signals written by Charles G. Boncelet and published by . This book was released on 2016 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Probability, Random Signals, and Statistics

Author : X. Rong Li
Publisher : CRC Press
ISBN 13 : 1351421522
Total Pages : 472 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Probability, Random Signals, and Statistics by : X. Rong Li

Download or read book Probability, Random Signals, and Statistics written by X. Rong Li and published by CRC Press. This book was released on 2017-12-14 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Probability, Random Variables, and Random Signal Principles

Author : Peyton Z. Peebles
Publisher : McGraw-Hill Companies
ISBN 13 :
Total Pages : 298 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Probability, Random Variables, and Random Signal Principles by : Peyton Z. Peebles

Download or read book Probability, Random Variables, and Random Signal Principles written by Peyton Z. Peebles and published by McGraw-Hill Companies. This book was released on 1980 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, any well-designed electrical engineering curriculum must train engineers to account for noise and random signals in systems. The best approach is to emphasize fundamental principles since systems can vary greatly. Professor Peebles's book specifically has this emphasis, offering clear and concise coverage of the theories of probability, random variables, and random signals, including the response of linear networks to random waveforms. By careful organization, the book allows learning to flow naturally from the most elementary to the most advanced subjects. Time domain descriptions of the concepts are first introduced, followed by a thorough description of random signals using frequency domain. Practical applications are not forgotten, and the book includes discussions of practical noises (noise figures and noise temperatures) and an entire special chapter on applications of the theory. Another chapter is devoted to optimum networks when noise is present (matched filters and Wiener filters). This third edition differs from earlier editions mainly in making the book more useful for classroom use. Beside the addition of new topics (Poisson random processes, measurement of power spectra, and computer generation of random variables), the main change involves adding many new end-of-chapter exercises (180 were added for a total of over 800 exercises). The new exercises are all clearly identified for instructors who have used the previous edition.

Probability, Random Variables, and Random Processes

Author : John J. Shynk
Publisher : John Wiley & Sons
ISBN 13 : 1118393953
Total Pages : 850 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis Probability, Random Variables, and Random Processes by : John J. Shynk

Download or read book Probability, Random Variables, and Random Processes written by John J. Shynk and published by John Wiley & Sons. This book was released on 2012-10-15 with total page 850 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability, Random Variables, and Random Processes is a comprehensive textbook on probability theory for engineers that provides a more rigorous mathematical framework than is usually encountered in undergraduate courses. It is intended for first-year graduate students who have some familiarity with probability and random variables, though not necessarily of random processes and systems that operate on random signals. It is also appropriate for advanced undergraduate students who have a strong mathematical background. The book has the following features: Several appendices include related material on integration, important inequalities and identities, frequency-domain transforms, and linear algebra. These topics have been included so that the book is relatively self-contained. One appendix contains an extensive summary of 33 random variables and their properties such as moments, characteristic functions, and entropy. Unlike most books on probability, numerous figures have been included to clarify and expand upon important points. Over 600 illustrations and MATLAB plots have been designed to reinforce the material and illustrate the various characterizations and properties of random quantities. Sufficient statistics are covered in detail, as is their connection to parameter estimation techniques. These include classical Bayesian estimation and several optimality criteria: mean-square error, mean-absolute error, maximum likelihood, method of moments, and least squares. The last four chapters provide an introduction to several topics usually studied in subsequent engineering courses: communication systems and information theory; optimal filtering (Wiener and Kalman); adaptive filtering (FIR and IIR); and antenna beamforming, channel equalization, and direction finding. This material is available electronically at the companion website. Probability, Random Variables, and Random Processes is the only textbook on probability for engineers that includes relevant background material, provides extensive summaries of key results, and extends various statistical techniques to a range of applications in signal processing.

Probability, Random Processes, and Statistical Analysis

Author : Hisashi Kobayashi
Publisher : Cambridge University Press
ISBN 13 : 1139502611
Total Pages : 813 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis Probability, Random Processes, and Statistical Analysis by : Hisashi Kobayashi

Download or read book Probability, Random Processes, and Statistical Analysis written by Hisashi Kobayashi and published by Cambridge University Press. This book was released on 2011-12-15 with total page 813 pages. Available in PDF, EPUB and Kindle. Book excerpt: Together with the fundamentals of probability, random processes and statistical analysis, this insightful book also presents a broad range of advanced topics and applications. There is extensive coverage of Bayesian vs. frequentist statistics, time series and spectral representation, inequalities, bound and approximation, maximum-likelihood estimation and the expectation-maximization (EM) algorithm, geometric Brownian motion and Itô process. Applications such as hidden Markov models (HMM), the Viterbi, BCJR, and Baum–Welch algorithms, algorithms for machine learning, Wiener and Kalman filters, and queueing and loss networks are treated in detail. The book will be useful to students and researchers in such areas as communications, signal processing, networks, machine learning, bioinformatics, econometrics and mathematical finance. With a solutions manual, lecture slides, supplementary materials and MATLAB programs all available online, it is ideal for classroom teaching as well as a valuable reference for professionals.

Probability, Random Variables, and Random Signal Principles

Author : Peyton Peebles
Publisher : McGraw-Hill Science/Engineering/Math
ISBN 13 :
Total Pages : 488 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Probability, Random Variables, and Random Signal Principles by : Peyton Peebles

Download or read book Probability, Random Variables, and Random Signal Principles written by Peyton Peebles and published by McGraw-Hill Science/Engineering/Math. This book was released on 2001 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability - The Random Variable - Operations on one Random Variable--Expectation - Multiple Random Variables - Operations of Multiple Random Variables - Random Processes-Temporal Characteristics - Random Processes-Spectral Characteristics - Linear Systems with Random Inputs - Optimum Linear Systems - Some Practical Applications of the Theory.

Probability and Random Processes

Author : Scott Miller
Publisher : Academic Press
ISBN 13 : 0123869811
Total Pages : 625 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Probability and Random Processes by : Scott Miller

Download or read book Probability and Random Processes written by Scott Miller and published by Academic Press. This book was released on 2012-01-11 with total page 625 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Probability, Random Variables and Random Signal Principles

Author : Peyton Z. Peebles
Publisher :
ISBN 13 : 9780070492745
Total Pages : 334 pages
Book Rating : 4.4/5 (927 download)

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Book Synopsis Probability, Random Variables and Random Signal Principles by : Peyton Z. Peebles

Download or read book Probability, Random Variables and Random Signal Principles written by Peyton Z. Peebles and published by . This book was released on 1993 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Probability, Statistics, and Random Processes

Author : Hossein Pishro-Nik
Publisher :
ISBN 13 : 9780990637202
Total Pages : 746 pages
Book Rating : 4.6/5 (372 download)

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Book Synopsis Introduction to Probability, Statistics, and Random Processes by : Hossein Pishro-Nik

Download or read book Introduction to Probability, Statistics, and Random Processes written by Hossein Pishro-Nik and published by . This book was released on 2014-08-15 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers basic concepts such as random experiments, probability axioms, conditional probability, and counting methods, single and multiple random variables (discrete, continuous, and mixed), as well as moment-generating functions, characteristic functions, random vectors, and inequalities; limit theorems and convergence; introduction to Bayesian and classical statistics; random processes including processing of random signals, Poisson processes, discrete-time and continuous-time Markov chains, and Brownian motion; simulation using MATLAB and R.

An Introduction to Statistical Signal Processing

Author : Robert M. Gray
Publisher : Cambridge University Press
ISBN 13 : 1139456288
Total Pages : 479 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis An Introduction to Statistical Signal Processing by : Robert M. Gray

Download or read book An Introduction to Statistical Signal Processing written by Robert M. Gray and published by Cambridge University Press. This book was released on 2004-12-02 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Probability, Random Signals and Statistics

Author : X. Rong Li
Publisher : CRC Press
ISBN 13 : 9780849300929
Total Pages : pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Probability, Random Signals and Statistics by : X. Rong Li

Download or read book Probability, Random Signals and Statistics written by X. Rong Li and published by CRC Press. This book was released on 2001-08 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Probability, Random Variables, and Random Signal Principles

Author : Peyton Z. Peebles
Publisher :
ISBN 13 : 9781259007644
Total Pages : 536 pages
Book Rating : 4.0/5 (76 download)

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Book Synopsis Probability, Random Variables, and Random Signal Principles by : Peyton Z. Peebles

Download or read book Probability, Random Variables, and Random Signal Principles written by Peyton Z. Peebles and published by . This book was released on 2015-02-01 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Random Signals

Author : K. Sam Shanmugan
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 686 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Random Signals by : K. Sam Shanmugan

Download or read book Random Signals written by K. Sam Shanmugan and published by John Wiley & Sons. This book was released on 1988-05-20 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Probability and Random Processes

Author : Scott Miller
Publisher : Academic Press
ISBN 13 : 0123870135
Total Pages : 625 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Probability and Random Processes by : Scott Miller

Download or read book Probability and Random Processes written by Scott Miller and published by Academic Press. This book was released on 2012-01-25 with total page 625 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability and Random Processes, Second Edition presents pertinent applications to signal processing and communications, two areas of key interest to students and professionals in today's booming communications industry. The book includes unique chapters on narrowband random processes and simulation techniques. It also describes applications in digital communications, information theory, coding theory, image processing, speech analysis, synthesis and recognition, and others. Exceptional exposition and numerous worked out problems make this 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. It introduces the reader to the basics of probability theory and explores topics ranging from random variables, distributions and density functions to operations on a single random variable. There are also discussions on pairs of random variables; multiple random variables; random sequences and series; random processes in linear systems; Markov processes; and power spectral density. This book is intended for practicing engineers and students in graduate-level courses in the topic. 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

Probabilistic Systems and Random Signals

Author : Abraham H. Haddad
Publisher : Prentice Hall
ISBN 13 :
Total Pages : 454 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Probabilistic Systems and Random Signals by : Abraham H. Haddad

Download or read book Probabilistic Systems and Random Signals written by Abraham H. Haddad and published by Prentice Hall. This book was released on 2006 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: In-depth mathematical treatment, including examples of real systems to explain many of the probabilistic models and the use of Matlab both in examples and problem assignments, ensures students can relate to the mathematical material in practical terms Unique applications--covering issues such as reliability, measurement errors, and arrival and departure of events in networks--provide students with a broader range of topical coverage.

Probability, Statistics, and Random Processes for Engineers

Author : Henry Stark
Publisher :
ISBN 13 : 9780273752288
Total Pages : 646 pages
Book Rating : 4.7/5 (522 download)

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Book Synopsis Probability, Statistics, and Random Processes for Engineers by : Henry Stark

Download or read book Probability, Statistics, and Random Processes for Engineers written by Henry Stark and published by . This book was released on 2012 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: For courses in Probability and Random Processes. Probability, Statistics, and Random Processes for Engineers, 4e is a comprehensive treatment of probability and random processes that, more than any other available source, combines rigor with accessibility. Beginning with the fundamentals of probability theory and requiring only college-level calculus, the book develops all the tools needed to understand more advanced topics such as random sequences, continuous-time random processes, and statistical signal processing. The book progresses at a leisurely pace, never assuming more knowledge than contained in the material already covered. Rigor is established by developing all results from the basic axioms and carefully defining and discussing such advanced notions as stochastic convergence, stochastic integrals and resolution of stochastic processes.