Applications of Random Process Excursion Analysis
eBook - ePub

Applications of Random Process Excursion Analysis

  1. 252 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Applications of Random Process Excursion Analysis

About this book

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

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Yes, you can access Applications of Random Process Excursion Analysis by Irina S. Brainina in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Applied Mathematics. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover image
  2. Title page
  3. Table of Contents
  4. Copyright
  5. Dedication
  6. Preface
  7. Introduction
  8. 1. Probability Characteristics of Random Processes
  9. 2. Study of Informative Parameters of Excursions in Stationary Random Processes
  10. 3. Estimation of Distribution Densities of Excursion Durations for Random Stationary Broadband Signals
  11. 4. Estimating Certain Informative Parameters of Random Process Excursions Above a Given Level
  12. 5. Using a Family of Correlation Functions of a Clipped Random Process to Increase the Accuracy of Level-Crossing Parameters Estimation
  13. 6. Estimates Obtained Through the Study of Certain Less-Known Parameters of Excursions in Differentiable Random Processes
  14. 7. Design Methodology of Adaptable Analyzers Used to Measure the Parameters of Excursions in Stationary Random Processes
  15. Appendix 1. PC Simulations of Gaussian and Rayleigh Random Processes
  16. Appendix 2. Simulation of the Distribution of Time to the Next Boundary Crossing in Gaussian and Rayleigh Random Processes
  17. Appendix 3. Simulation of Distribution Densities for Areas Enveloped by Above-Threshold or Below-Threshold Excursions of Gaussian and Rayleigh Random Process Curves
  18. References