Applications of Random Process Excursion Analysis
  • Release Date : 11 July 2013
  • Publisher : Newnes
  • Genre : Mathematics
  • Pages : 252 pages
  • ISBN 13 : 9780124104693
Ratings: 4
From 235 Voters
Get This Book

Download or read book entitled Applications of Random Process Excursion Analysis by author: Irina S. Brainina which was release on 11 July 2013 and published by Newnes with total page 252 pages . This book available in PDF, EPUB and Kindle Format. 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. Introduces English-speaking students and researchers in to the results obtained in the former Soviet/ Russian academic institutions within last few decades. Supplies a range of applications suitable for all levels from undergraduate to professional Contains computer simulations