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Applications of Random Process Excursion Analysis

Autor: Irina S. Brainina

Jazyk:

Väzba: Pevná

Vydavateľ: Elsevier Science Publishing Co Inc

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-18 dní

145.78 €

This book addresses one of the key problems in signal processing, the problem of identifying statist...

Informácie o knihe

Autor

Irina S. Brainina

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2013

Stránok

252

EAN

9780124095014

ISBN

0124095011

Enbook ID

01322034

Vydavateľ

Elsevier Science Publishing Co Inc

Hmotnosť

520

Rozmery

152 x 229 x 27

Kompletný popis

This book addresses one of the key problems in signal processing, the problem of identifying statistical properties of excursions in a random process in order to simplify the theoretical analysis and make it suitable for engineering applications. Precise and approximate formulas are explained, which are relatively simple and can be used for engineering applications such as the design of devices which can overcome the high initial uncertainty of the self-training period. The information presented in the monograph can be used to implement adaptive signal processing devices capable of detecting or recognizing the wanted signals (with a priori unknown statistical properties) against the background noise. The applications presented can be used in a wide range of fields including medicine, radiolocation, telecommunications, surface quality control (flaw detection), image recognition, thermal noise analysis for the design of semiconductors, and calculation of excessive load in mechanics. It introduces English-speaking students and researchers in to the results obtained in the former Soviet/ Russian academic institutions within last few decades. It supplies a range of applications suitable for all levels from undergraduate to professional. It contains computer simulations.

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Applications of Random Process Excursion Analysis

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