Foundations of Quantization for Probability Distributions (2000) (Lecture Notes in Mathematics #1730)
By: and
Sign Up Now!
Already a Member? Log In
You must be logged into UK education collection to access this title.
Learn about membership options,
or view our freely available titles.
- Synopsis
- 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.
- Copyright:
- 2000
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9783540455776
- Related ISBNs:
- 9783540673941
- Publisher:
- Springer Berlin Heidelberg
- Date of Addition:
- 07/16/22
- Copyrighted By:
- N/A
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Computers and Internet, Business and Finance, Technology, Mathematics and Statistics, Communication
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
Reviews
Other Books
- by Siegfried Graf
- by Harald Luschgy
- in Nonfiction
- in Computers and Internet
- in Business and Finance
- in Technology
- in Mathematics and Statistics
- in Communication