Foundations of Quantization for Probability Distributions: 1730 - Brossura

Graf, Siegfried

Brossura

ISBN 10: 3540673946 ISBN 13: 9783540673941

Casa editrice: Springer Berlin Heidelberg, 2008

Riassunto

Due to the rapidly increasing need for methods of data compression, quantization has become a flourishing field in signal and image processing and information theory. The same techniques are also used in statistics (cluster analysis), pattern recognition, and operations research (optimal location of service centers). The book gives the first mathematically rigorous account of the fundamental theory underlying these applications. The emphasis is on the asymptotics of quantization errors for absolutely continuous and special classes of singular probabilities (surface measures, self-similar measures) presenting some new results for the first time. Written for researchers and graduate students in probability theory the monograph is of potential interest to all people working in the disciplines mentioned above.

Su questo libro

Contenuti

General properties of the quantization for probability distributions.- Asymptotic quantization for nonsingular probability distributions.- Asymptotic quantization for singular probability distributions.

Product Description

Book by Graf Siegfried Luschgy Harald

Dettagli dell'edizione

• Editore: Springer Berlin Heidelberg
• Data di pubblicazione: 2008
• Lingua: Inglese
• ISBN 10: 3540673946
• ISBN 13: 9783540673941
• Rilegatura: Copertina flessibile
• Numero di pagine: 240
• Contatto del produttore: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Poststr. 9; Darmstadt; 64293; Germania