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Jean Walrand

Probability in Electrical Engineering and Computer Science

An Application-Driven Course

Buch

This revised textbook motivates and illustrates the techniques of applied probability by applications in electrical engineering and computer science (EECS). The author presents information processing and communication systems that use algorithms based on probabilistic models and techniques, including web searches, digital links, speech recognition, GPS, route planning, recommendation systems, classification, and estimation. He then explains how these applications work and, along the way, provides the readers with the understanding of the key concepts and methods of applied probability. Python labs enable the readers to experiment and consolid… Mehr

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Produktdetails


  • ISBN: 978-3-030-49997-6
  • EAN: 9783030499976
  • Produktnummer: 39188842
  • Verlag: Springer International Publishing
  • Sprache: Englisch
  • Erscheinungsjahr: 2022
  • Seitenangabe: 404 S.
  • Masse: H23.5 cm x B15.5 cm x D2.1 cm 610 g
  • Auflage: 1st ed. 2021
  • Abbildungen: Paperback
  • Gewicht: 610

Über den Autor


Jean Camille Walrand is a professor emeritus of Electrical Engineering and Computer Science at UC Berkeley. He received his Ph.D. from the Department of Electrical Engineering and Computer Sciences department at the University of California, Berkeley, and has been on the faculty of that department since 1982. He is the author of An Introduction to Queueing Networks (Prentice Hall, 1988), Communication Networks: A First Course (2nd ed. McGraw-Hill,1998), and Uncertainty: A User Guide (Amazon, 2019) and co-author of High-Performance Communication Networks (2nd ed, Morgan Kaufmann, 2000), Communication Networks: A Concise Introduction (2nd ed, Morgan & Claypool, 2017), Scheduling and Congestion Control for Communication and Processing networks (Morgan & Claypool, 2010), and Sharing Network Resources (Morgan & Claypool, 2014). His research interests include stochastic processes, queuing theory, communication networks, game theory, and the economics of the Internet. Walrand has received numerous awards for his work over the years. He is a Fellow of the Belgian American Education Foundation and of the IEEE. Additionally, he is a recipient of the Lanchester Prize, the Stephen O. Rice Prize., the IEEE Kobayashi Award, and the ACM SIGMETRICS Achievement Award.

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