Engineering > eBook-PDF > [eBook][PDF] Random Processes for Engineers A Primer, 1st Edition By Arthur David Snider (All)
[eBook][PDF] Random Processes for Engineers A Primer, 1st Edition By Arthur David Snider
Document Content and Description Below
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 speci... fic, 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. [Show More]
Last updated: 1 year ago
Preview 1 out of 195 pages
Buy this document to get the full access instantly
Instant Download Access after purchase
Buy NowInstant download
We Accept:
Reviews( 0 )
$14.50
Can't find what you want? Try our AI powered Search
Document information
Connected school, study & course
About the document
Uploaded On
Sep 23, 2023
Number of pages
195
Written in
Additional information
This document has been written for:
Uploaded
Sep 23, 2023
Downloads
0
Views
159
