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Intuitive Probability and Random Processes using MATLAB

Librairie Eyrolles - Paris 5e
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Intuitive Probability and Random Processes using MATLAB

Intuitive Probability and Random Processes using MATLAB

650 pages, parution le 09/01/2006

Résumé

Intuitive Probability and Random Processes using MATLAB is an introduction to probability and random processes that merges theory with practice. Based on the author's belief that only "hands-on" experience with the material can promote intuitive understanding, the approach is to motivate the need for theory using MATLAB examples, followed by theory and analysis, and finally descriptions of "real-world" examples to acquaint the reader with a wide variety of applications. The latter is intended to answer the usual question "Why do we have to study this?" Other salient features are:

  • heavy reliance on computer simulation for illustration and student exercises
  • the incorporation of MATLAB programs and code segments
  • discussion of discrete random variables followed by continuous random variables to minimize confusion
  • summary sections at the beginning of each chapter
  • in-line equation explanations
  • warnings on common errors and pitfalls
  • over 750 problems designed to help the reader assimilate and extend the concepts

Intuitive Probability and Random Processes using MATLAB is intended for undergraduate and first-year graduate students in engineering. The practicing engineer as well as others having the appropriate mathematical background will also benefit from this book.

L'auteur Steven M. Kay

Steven M. Kay is a Professor of Electrical Engineering at the University of Rhode Island and a leading expert in signal processing. He has received the Education Award "for outstanding contributions in education and in writing scholarly books and texts..." from the IEEE Signal Processing society and has been listed as among the 250 most cited researchers in the world in engineering.

Sommaire

  • Computer Simulation
  • Basic Probability
  • Conditional Probability
  • Discrete Random Variables
  • Expected Values for Discrete Random Variables
  • Multiple Discrete Random Variables
  • Conditional Probability Mass Functions
  • Discrete N-dimensional Random Variables
  • Continuous Random Variables
  • Expected Values for Continuous Random Variables
  • Multiple Continuous Random Variables
  • Conditional Probability Density Functions
  • Continuous N-dimensional Random Variables
  • Probability and Moment Approximations Using Limit Theorems
  • Basic Random Processes
  • Wide Sense Stationary Random Processes
  • Linear Systems and Wide Sense Stationary Random Processes
  • Multiple Wide Sense Stationary Random Processes
  • Gaussian Random Processes
  • Poisson Random Processes
  • Markov Chains
  • Appendix A: Glossary of Symbols and Abbreviations
  • Appendix B: Assorted Math Facts and Formulas
  • Appendix C: Linear and Matrix Algebra
  • Appendix D: Summary of Signals, Linear Transforms, and Linear Systems
  • Appendix E: Answers to Selected Problems
Voir tout
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Caractéristiques techniques du livre "Intuitive Probability and Random Processes using MATLAB"

  PAPIER
Éditeur(s) Springer
Auteur(s) Steven M. Kay
Parution 09/01/2006
Nb. de pages 650
Format 18,5 x 26,5
Couverture Relié
Poids 1600g
Intérieur Noir et Blanc
EAN13 9780387241579
ISBN13 978-0-387-24157-9

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