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Random Processes for Engineers

2015-03-12 Technology & Engineering
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Release : 2015-03-12
Genre : Technology & Engineering
Kind : eBook
Book Rating : 246/5 ( reviews)

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Book Synopsis Random Processes for Engineers by : Bruce Hajek

Download or read book Random Processes for Engineers written by Bruce Hajek. This book was released on 2015-03-12. Available in PDF, EPUB and Kindle. Book excerpt: 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).

Modeling Random Processes for Engineers and Managers

2008-12-22 Technology & Engineering
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Release : 2008-12-22
Genre : Technology & Engineering
Kind : eBook
Book Rating : 551/5 ( reviews)

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Book Synopsis Modeling Random Processes for Engineers and Managers by : James J. Solberg

Download or read book Modeling Random Processes for Engineers and Managers written by James J. Solberg. This book was released on 2008-12-22. Available in PDF, EPUB and Kindle. Book excerpt: By reducing mathematical detail and focusing on real-world applications, this book provides engineers with an easy-to-understand overview of stochastic modeling. An entire chapter is included on how to set up the problem, and then another complete chapter presents examples of applications before doing any math. A previously unpublished computational method for solving equations related to Markov processes is added. The book shows how to add costs or revenues to the basic probability structures without much additional effort. In addition, numerous examples are included that show how the theory can be used. Engineers will also find explanations on how to formulate word problems into the models that the math worked on.

Probability, Statistics, and Stochastic Processes for Engineers and Scientists

2020-07-14 Mathematics
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Release : 2020-07-14
Genre : Mathematics
Kind : eBook
Book Rating : 396/5 ( reviews)

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Book Synopsis Probability, Statistics, and Stochastic Processes for Engineers and Scientists by : Aliakbar Montazer Haghighi

Download or read book Probability, Statistics, and Stochastic Processes for Engineers and Scientists written by Aliakbar Montazer Haghighi. This book was released on 2020-07-14. Available in PDF, EPUB and Kindle. Book excerpt: 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 for Engineers

1991 Mathematics
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Release : 1991
Genre : Mathematics
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Probability and Stochastic Processes for Engineers by : Carl W. Helstrom

Download or read book Probability and Stochastic Processes for Engineers written by Carl W. Helstrom. This book was released on 1991. Available in PDF, EPUB and Kindle. Book excerpt:

Probability and Random Processes for Electrical and Computer Engineers

2006-06-01 Technology & Engineering
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Release : 2006-06-01
Genre : Technology & Engineering
Kind : eBook
Book Rating : 179/5 ( reviews)

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Book Synopsis Probability and Random Processes for Electrical and Computer Engineers by : John A. Gubner

Download or read book Probability and Random Processes for Electrical and Computer Engineers written by John A. Gubner. This book was released on 2006-06-01. Available in PDF, EPUB and Kindle. Book excerpt: The theory of probability is a powerful tool that helps electrical and computer engineers to explain, model, analyze, and design the technology they develop. The text begins at the advanced undergraduate level, assuming only a modest knowledge of probability, and progresses through more complex topics mastered at graduate level. The first five chapters cover the basics of probability and both discrete and continuous random variables. The later chapters have a more specialized coverage, including random vectors, Gaussian random vectors, random processes, Markov Chains, and convergence. Describing tools and results that are used extensively in the field, this is more than a textbook; it is also a reference for researchers working in communications, signal processing, and computer network traffic analysis. With over 300 worked examples, some 800 homework problems, and sections for exam preparation, this is an essential companion for advanced undergraduate and graduate students. Further resources for this title, including solutions (for Instructors only), are available online at www.cambridge.org/9780521864701.

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