000 -LEADER |
fixed length control field |
00464nam a2200145Ia 4500 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
161214s9999 xx 000 0 und d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9783540408550 |
Terms of availability |
pbk |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
003.5421 |
Item number |
ARN |
100 ## - MAIN ENTRY--PERSONAL NAME |
Personal name |
Arndt, Christoph |
245 #0 - TITLE STATEMENT |
Title |
Information measures : information and its description in science and engineering |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
Berlin: |
Name of publisher, distributor, etc |
Springer-Verlag, |
Date of publication, distribution, etc |
2004 |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xvi, 547 p.; |
Other physical details |
index: |
Dimensions |
24 cm. |
365 ## - TRADE PRICE |
Price type code |
INR |
Price amount |
3567.02 |
520 ## - SUMMARY, ETC. |
Summary, etc |
This book is an introduction to the mathematical description of information in science and engineering. The necessary mathematical theory will be treated in a more vivid way than in the usual theorem-proof structure. This enables the reader to develop an idea of the connections between different information measures and to understand the trains of thoughts in their derivation. As there exist a great number of different possible ways to describe information, these measures are presented in a coherent manner. Some examples of the information measures examined are: Shannon information, applied in coding theory; Akaike information criterion, used in system identification to determine auto-regressive models and in neural networks to identify the number of neu-rons; and Cramer-Rao bound or Fisher information, describing the minimal variances achieved by unbiased estimators. This softcover edition addresses researchers and students in electrical engineering, particularly in control and communications, physics, and applied mathematics. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Information measurement |
|
Topical term or geographic name as entry element |
Engineering |
|
Topical term or geographic name as entry element |
Telecommunication |
|
Topical term or geographic name as entry element |
Coding theory |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
|
Item type |
Books |