Name: Probability in Electrical Engineering and Computer Science: An Application-Driven Course
Price: 2789.00 TWD
Availability: InStock
Author: Walrand, Jean
ISBN: 9780615899367

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portada Probability in Electrical Engineering and Computer Science: An Application-Driven Course

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

Type

Physical Book

Author

Jean Walrand

Publisher

Quoi?

Year

2014

Language

English

Pages

314

Format

Paperback

Dimensions

22.9 x 15.2 x 2.3 cm

Weight

0.59 kg.

ISBN13

9780615899367

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

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

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

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