Fundamentals of Probability and Stochastic Processes with Applications to Communications

 
 
Springer (Verlag)
  • erschienen am 1. September 2018
 
  • Buch
  • |
  • Softcover
  • |
  • 288 Seiten
978-3-319-88541-4 (ISBN)
 
This book provides engineers with focused treatment of the mathematics needed to understand probability, random variables, and stochastic processes, which are essential mathematical disciplines used in communications engineering. The author explains the basic concepts of these topics as plainly as possible so that people with no in-depth knowledge of these mathematical topics can better appreciate their applications in real problems. Applications examples are drawn from various areas of communications. If a reader is interested in understanding probability and stochastic processes that are specifically important for communications networks and systems, this book serves his/her need.
Softcover reprint of the original 1st ed. 2018
  • Englisch
  • Cham
  • |
  • Schweiz
Springer International Publishing
  • Für Beruf und Forschung
  • 69 s/w Abbildungen
  • |
  • 69 Illustrations, black and white; X, 275 p. 69 illus.
  • Höhe: 235 mm
  • |
  • Breite: 155 mm
  • |
  • Dicke: 15 mm
  • 441 gr
978-3-319-88541-4 (9783319885414)
10.1007/978-3-319-68075-0
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Dr. Kun I. Park has extensive experience in telecommunications. Through his career, he worked at Bell Laboratories, Lucent and MITRE as Member of Technical Staff and Technical Supervisor. He also worked as Adjunct Professor, with the rank of Full Professor, at Stevens Institute of Technology, Hoboken, New Jersey for over 20 years, where he taught, among other courses, probability and stochastic processes. He received his Ph.D. in Electrical Engineering from the University of Pennsylvania, Philadelphia, Pennsylvania.

Chap1: Introduction.- Chap2: Basic Mathematical Preliminaries.- Chap3: Probability Theory.- Chap4: Random Variables.- Chap5: Characterization of Random Variables.- Chap6: Stochastic Process.- Chap7: Gaussian Distributions.- Chap8: Applications.
"The topic `probability and stochastic processes' is included into any curriculum for university students in engineering. ... This book only, or in a combination with a couple of other books, can be successfully used for the course `probability and stochastic processes' by both students in engineering and their teachers." (Jordan M. Stoyanov, zbMATH 1409.60001, 2019)
This book provides engineers with focused treatment of the mathematics needed to understand probability, random variables, and stochastic processes, which are essential mathematical disciplines used in communications engineering. The author explains the basic concepts of these topics as plainly as possible so that people with no in-depth knowledge of these mathematical topics can better appreciate their applications in real problems. Applications examples are drawn from various areas of communications. If a reader is interested in understanding probability and stochastic processes that are specifically important for communications networks and systems, this book serves his/her need.

- Narrows down probability, random variables, stochastic processes to an essential set of topics that communications systems engineers must understand;

- Presents difficult proofs of theories so that the reader can gain working level understanding of the subject as applied to communications networks and systems;

- Provides examples that the author encountered through his long experience in both teaching and industry;

- Provides a comprehensive review of the elements of complex variables, linear algebra and set theory -- pre-requisites for understanding the main topics of the book.

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