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Applications of Random Process Excursion Analysis - (Elsevier Insights) by  Irina S Brainina (Hardcover) - 1 of 1

Applications of Random Process Excursion Analysis - (Elsevier Insights) by Irina S Brainina (Hardcover)

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Highlights

  • 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.
  • Author(s): Irina S Brainina
  • 252 Pages
  • Mathematics, Applied
  • Series Name: Elsevier Insights

Description



Book Synopsis



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.



Review Quotes




"...unique in its description of some of the aspects of the theory of excursions for random processes and its applications...equally useful for senior university students as well as for scientists and engineers." --Zentralblatt MATH, Applications of Random Process Excursion Analysis

"...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." --zbMATH.org, June 19, 2014

"Brainina shares the results of her many years studying the theory of excursions as it applies to adaptive radio communications systems. A highlight is that she manages to apply calculation methods chosen for Gaussian processes to a larger class of non-Gaussian random processes." --Reference & Research Book News, October 2013


Dimensions (Overall): 9.0 Inches (H) x 6.0 Inches (W) x .63 Inches (D)
Weight: 1.13 Pounds
Suggested Age: 22 Years and Up
Number of Pages: 252
Genre: Mathematics
Sub-Genre: Applied
Series Title: Elsevier Insights
Publisher: Elsevier
Format: Hardcover
Author: Irina S Brainina
Language: English
Street Date: July 19, 2013
TCIN: 1008291395
UPC: 9780124095014
Item Number (DPCI): 247-26-0194
Origin: Made in the USA or Imported
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Estimated ship dimensions: 0.63 inches length x 6 inches width x 9 inches height
Estimated ship weight: 1.13 pounds
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