Foundations of Quantization for Probability Distributions 1

Data & IT

Foundations of Quantization for Probability Distributions

Siegfried Graf • Harald Luschgy

Pocket

939:-

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230 sidor
2000

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.

Författare: Siegfried Graf, Harald Luschgy
Format: Pocket/Paperback
ISBN: 9783540673941
Språk: Engelska
Antal sidor: 230
Utgivningsdatum: 2000-05-01
Förlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K