Random Processes for Engineers: A Primer - Tapa dura

Snider, Arthur David

 
9781498799034: Random Processes for Engineers: A Primer
Tapa dura
ISBN 10: 1498799035 ISBN 13: 9781498799034
Editorial: CRC Press, 2017

Sinopsis

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 a priori--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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Acerca del autor

Dr. Arthur David Snider has over fifty years of experience in modeling physical systems in the areas of heat transfer, electromagnetics, microwave circuits, and orbital mechanics, as well as the mathematical areas of numerical analysis, signal processing, differential equations, and optimization. He holds degrees in both mathematics (BS, MIT, PhD, NYU) and physics (MA, Boston U), and he is a registered professional engineer. He served for forty-five years on the faculties of mathematics, physics, and electrical engineering at the University of South Florida after working for five years as a systems analyst at MIT's Draper Instrumentation Lab. He consults in many industries in Florida and has published five other textbooks in applied mathematics.

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Editorial
CRC Press
Año de publicación
2017
Idioma
Inglés
ISBN 10 
1498799035
ISBN 13 
9781498799034
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
195
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9780367656355: Random Processes for Engineers: A Primer

Edición Destacada

ISBN 10:  0367656353 ISBN 13:  9780367656355
Editorial: CRC Press, 2020
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