A Toolbox for Refined Information-Theoretic Analyses with Applications
Neri MerhavNir Weinberger
Broschiertes Buch

A Toolbox for Refined Information-Theoretic Analyses with Applications

Versandkostenfrei!
Versandfertig in 1-2 Wochen
83,99 €
inkl. MwSt.
PAYBACK Punkte
42 °P sammeln!
This monograph offers a toolbox of mathematical techniques that have been effective and widely applicable in information-theoretic analyses. The first tool is a generalization of the method of types to Gaussian settings, and then to general exponential families. The second tool is Laplace and saddle-point integration, which allow to refine the results of the method of types, and is capable of obtaining various precise asymptotic results. The third is the type class enumeration method, a principled method to evaluate the exact random-coding exponent of coded systems, which results in the best k...