Książka Foundations of Quantization for Probability Distributions Siegfried Graf

Foundations of Quantization for Probability Distributions

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
257.33
Due to the rapidly increasing need for methods of data compression, quantization has become a flouri...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2000
strony
230
EAN
9783540673941
ISBN
3540673946
Enbook ID
01567354
Waga
1150
Wymiary
155 x 235 x 14

Pełny opis

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.

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