Entropy of Hidden Markov Processes and Connections to Dynamical Systems 1

Vetenskap & teknik

Entropy of Hidden Markov Processes and Connections to Dynamical Systems

Brian Marcus • Karl Petersen • Tsachy Weissman • Brian Marcus • Karl Petersen

Pocket

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280 sidor
2011

This collection of research and survey papers sets out the theory of hidden Markov processes, in particular addressing a central problem of the subject: computation of the Shannon entropy rate of an HMP. Connections are drawn between approaches from various disciplines, whilst recent research results and open problems are described.

Författare: Brian Marcus, Karl Petersen, Tsachy Weissman, Brian Marcus, Karl Petersen
Format: Pocket/Paperback
ISBN: 9780521111133
Språk: Engelska
Antal sidor: 280
Utgivningsdatum: 2011-05-26
Förlag: Cambridge University Press