Probability, Random Processes, and Statistical Analysis: Applications to Communications, Signal Proc (BOK)

Hisashi Kobayashi, Brian Mark, William Turin

629,00 62900
Sendes vanligvis innen 7-15 dager
Together with the fundamentals of probability, random processes and statistical analysis, this insightful book also presents a broad range of advanced topics and applications. There is extensive coverage of Bayesian vs. frequentist statistics, time series and spectral representation, inequalities, bound and approximation, maximum-likelihood estimation and the expectation-maximization (EM) algorithm, geometric Brownian motion and Ito process. Applications such as hidden Markov models (HMM), the Viterbi, BCJR, and Baum-Welch algorithms, algorithms for machine learning, Wiener and Kalman filters, and queueing and loss networks are treated in detail. The book will be useful to students and researchers in such areas as communications, signal processing, networks, machine learning, bioinformatics, econometrics and mathematical finance. With a solutions manual, lecture slides, supplementary materials and MATLAB programs all available online, it is ideal for classroom teaching as well as a valuable reference for professionals.

Produktfakta

Språk Engelsk Engelsk Innbinding Innbundet
Utgitt 2011 Forfatter Brian Mark, Hisashi Kobayashi, William Turin
Forlag
CAMBRIDGE UNIVERSITY PRESS
ISBN 9780521895446
Antall sider 812 Dimensjoner 17,4cm x 24,7cm x 4cm
Vekt 1700 gram Leverandør Bertram Trading Ltd
Emner og form Probability & statistics