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Random Processes for Engineers : A Primer - Arthur David Snider

Random Processes for Engineers

A Primer

By: Arthur David Snider

eText | 27 January 2017 | Edition Number 1

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This book offers an intuitive approach to random processes and educates the reader on how to interpret and predict their behavior. Premised on the idea that new techniques are best introduced by specific, low-dimensional examples, the mathematical exposition is easier to comprehend and more enjoyable, and it motivates the subsequent generalizations. It distinguishes between the science of extracting statistical information from raw data--e.g., a time series about which nothing is known apriori--and that of analyzing specific statistical models, such as Bernoulli trials, Poisson queues, ARMA, and Markov processes. The former motivates the concepts of statistical spectral analysis (such as the Wiener-Khintchine theory), and the latter applies and interprets them in specific physical contexts. The formidable Kalman filter is introduced in a simple scalar context, where its basic strategy is transparent, and gradually extended to the full-blown iterative matrix form.

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You Can Find This eBook In

Non-FictionEngineering & TechnologyMechanical Engineering & MaterialsMechanical EngineeringEnvironmental ScienceMathematicsProbability & StatisticsElectronics & Communications EngineeringCommunications Engineering & TelecommunicationsEnergy Technology & EngineeringElectrical EngineeringPower Generation & Distribution
Transport Technology & TradesAutomotive Technology & TradesApplied MathematicsStochastics

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Published: 30th September 2020

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