Probability and Stochastic Processes for Engineers

Probability and Stochastic Processes for Engineers
Title Probability and Stochastic Processes for Engineers PDF eBook
Author Carl W. Helstrom
Publisher MacMillan Publishing Company
Pages 634
Release 1991
Genre Mathematics
ISBN

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Probability, Statistics, and Stochastic Processes for Engineers and Scientists

Probability, Statistics, and Stochastic Processes for Engineers and Scientists
Title Probability, Statistics, and Stochastic Processes for Engineers and Scientists PDF eBook
Author Aliakbar Montazer Haghighi
Publisher CRC Press
Pages 635
Release 2020-07-14
Genre Mathematics
ISBN 1351238396

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2020 Taylor & Francis Award Winner for Outstanding New Textbook! Featuring recent advances in the field, this new textbook presents probability and statistics, and their applications in stochastic processes. This book presents key information for understanding the essential aspects of basic probability theory and concepts of reliability as an application. The purpose of this book is to provide an option in this field that combines these areas in one book, balances both theory and practical applications, and also keeps the practitioners in mind. Features Includes numerous examples using current technologies with applications in various fields of study Offers many practical applications of probability in queueing models, all of which are related to the appropriate stochastic processes (continuous time such as waiting time, and fuzzy and discrete time like the classic Gambler’s Ruin Problem) Presents different current topics like probability distributions used in real-world applications of statistics such as climate control and pollution Different types of computer software such as MATLAB®, Minitab, MS Excel, and R as options for illustration, programing and calculation purposes and data analysis Covers reliability and its application in network queues

Probability and Stochastic Processes

Probability and Stochastic Processes
Title Probability and Stochastic Processes PDF eBook
Author Roy D. Yates
Publisher John Wiley & Sons
Pages 514
Release 2014-01-28
Genre Mathematics
ISBN 1118324560

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This text introduces engineering students to probability theory and stochastic processes. Along with thorough mathematical development of the subject, the book presents intuitive explanations of key points in order to give students the insights they need to apply math to practical engineering problems. The first five chapters contain the core material that is essential to any introductory course. In one-semester undergraduate courses, instructors can select material from the remaining chapters to meet their individual goals. Graduate courses can cover all chapters in one semester.

Random Processes for Engineers

Random Processes for Engineers
Title Random Processes for Engineers PDF eBook
Author Bruce Hajek
Publisher Cambridge University Press
Pages 429
Release 2015-03-12
Genre Technology & Engineering
ISBN 1316241246

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This engaging introduction to random processes provides students with the critical tools needed to design and evaluate engineering systems that must operate reliably in uncertain environments. A brief review of probability theory and real analysis of deterministic functions sets the stage for understanding random processes, whilst the underlying measure theoretic notions are explained in an intuitive, straightforward style. Students will learn to manage the complexity of randomness through the use of simple classes of random processes, statistical means and correlations, asymptotic analysis, sampling, and effective algorithms. Key topics covered include: • Calculus of random processes in linear systems • Kalman and Wiener filtering • Hidden Markov models for statistical inference • The estimation maximization (EM) algorithm • An introduction to martingales and concentration inequalities. Understanding of the key concepts is reinforced through over 100 worked examples and 300 thoroughly tested homework problems (half of which are solved in detail at the end of the book).

Fundamentals of Probability and Stochastic Processes with Applications to Communications

Fundamentals of Probability and Stochastic Processes with Applications to Communications
Title Fundamentals of Probability and Stochastic Processes with Applications to Communications PDF eBook
Author Kun Il Park
Publisher Springer
Pages 277
Release 2017-11-24
Genre Technology & Engineering
ISBN 3319680757

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This book provides engineers with focused treatment of the mathematics needed to understand probability, random variables, and stochastic processes, which are essential mathematical disciplines used in communications engineering. The author explains the basic concepts of these topics as plainly as possible so that people with no in-depth knowledge of these mathematical topics can better appreciate their applications in real problems. Applications examples are drawn from various areas of communications. If a reader is interested in understanding probability and stochastic processes that are specifically important for communications networks and systems, this book serves his/her need.

Applied Probability and Stochastic Processes

Applied Probability and Stochastic Processes
Title Applied Probability and Stochastic Processes PDF eBook
Author Richard Martin Feldman
Publisher Brooks/Cole
Pages 328
Release 1996
Genre Mathematics
ISBN

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In this book, Feldman and Valdez-Flores present applied probability and stochastic processes in an elementary but mathematically precise manner, with numerous examples and exercises to illustrate the range of engineering and science applications for the concepts. The book is designed to give the reader an intuitive understanding of probabilistic reasoning, in addition to an understanding of mathematical concepts and principles. Unique features of the book include a self-contained chapter on simulation (Chapter 3) and early introduction of Markov chains.

Probability, Statistics, and Random Processes for Engineers

Probability, Statistics, and Random Processes for Engineers
Title Probability, Statistics, and Random Processes for Engineers PDF eBook
Author Henry Stark
Publisher
Pages 646
Release 2012
Genre Engineering
ISBN 9780273752288

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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.