Probability in Electrical Engineering and Computer Science: an Application-driven Course - Jean Walrand - Books - Quoi? - 9780615899367 - March 1, 2014
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Jean Walrand
Probability in Electrical Engineering and Computer Science: an Application-driven Course

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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.

Media Books     Paperback Book   (Book with soft cover and glued back)
Released March 1, 2014
ISBN13 9780615899367
Publishers Quoi?
Pages 314
Dimensions 152 × 229 × 21 mm   ·   589 g
Language English  

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