Cantitate/Preț
Produs

Universal Estimation of Information Measures for Analog Sources: Foundations and Trends(r) in Communications and Information, cartea 18

Autor Qing Wang, Sanjeev R. Kulkarni, Sergio Verd
en Limba Engleză Paperback – 30 apr 2009
Entropy, mutual information and divergence measure the randomness, dependence and dissimilarity, respectively, of random objects. In addition to their prominent role in information theory, they have found numerous applications, among others, in probability theory statistics, physics, chemistry, molecular biology, ecology, bioinformatics, neuroscience, machine learning, linguistics, and finance. Many of these applications require a universal estimate of information measures which does not assume knowledge of the statistical properties of the observed data. Over the past few decades, several non-parametric algorithms have been proposed to estimate information measures. Universal Estimation of Information Measures for Analog Sources presents a comprehensive survey of universal estimation of information measures for memoryless analog (real-valued or real vector-valued) sources with an emphasis on the estimation of mutual information and divergence and their applications. The book reviews the consistency of the universal algorithms and the corresponding sufficient conditions as well as their speed of convergence. Universal Estimation of Information Measures for Analog Sources provides a comprehensive review of an increasingly important topic in Information Theory. It will be of interest to students, practitioners and researchers working in Information Theory.
Citește tot Restrânge

Din seria Foundations and Trends(r) in Communications and Information

Preț: 41691 lei

Preț vechi: 52114 lei
-20% Nou

Puncte Express: 625

Preț estimativ în valută:
7983 8635$ 6652£

Carte tipărită la comandă

Livrare economică 11-25 decembrie

Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9781601982308
ISBN-10: 1601982305
Pagini: 104
Dimensiuni: 156 x 234 x 6 mm
Greutate: 0.16 kg
Editura: Now Publishers
Seriile Foundations and Trends in Communications and Information Theory, Foundations and Trends(r) in Communications and Information

Locul publicării:United States