Probability in Electrical Engineering and Computer Science by Jean Walrand

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Probability in Electrical Engineering and Computer Science by Jean Walrand

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Probability in Electrical Engineering and Computer Science by Jean Walrand

The book is designed for a junior/senior level course. Applications drive the material: PageRank, Multiplexing, Digital Link, Tracking, Speech Recognition, Route Planning and more. Topics include Markov chains, detection, coding, estimation, Viterbi algorithm, expectation maximization, clustering, compressed sensing, recommender systems, Kalman Filter, Markov decision problems, LQG, and channel capacity. Matlab examples are used to simulate models and to implement the algorithms. Appendices provide the necessary background in basic probability and linear algebra. See https: //sites.google.com/site/walrandpeecs/home.

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SKU Nicht verfügbar
ISBN 13 9780615899367
ISBN 10 0615899366
Titel Probability in Electrical Engineering and Computer Science
Autor Jean Walrand
Buchzustand Nicht verfügbar
Bindungsart Paperback
Verlag Quoi?
Erscheinungsjahr 2014-03-01
Seitenanzahl 314
Hinweis auf dem Einband Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden.
Hinweis Nicht verfügbar