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portada Probability in Electrical Engineering and Computer Science: An Application-Driven Course (in English)
Type
Physical Book
Author
Publisher
Year
2014
Language
English
Pages
314
Format
Paperback
Dimensions
22.9 x 15.2 x 2.3 cm
Weight
0.59 kg.
ISBN13
9780615899367
Categories

Probability in Electrical Engineering and Computer Science: An Application-Driven Course (in English)

Jean Walrand (Author) · Quoi? · Paperback

Probability in Electrical Engineering and Computer Science: An Application-Driven Course (in English) - Walrand, Jean

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Synopsis "Probability in Electrical Engineering and Computer Science: An Application-Driven Course (in English)"

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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