Principles and Practice of Information Theory
Author : Richard E. Blahut
Publisher : Addison Wesley Publishing Company
Page : 480 pages
File Size : 30,25 MB
Release : 1987
Category : Computers
ISBN :
Author : Richard E. Blahut
Publisher : Addison Wesley Publishing Company
Page : 480 pages
File Size : 30,25 MB
Release : 1987
Category : Computers
ISBN :
Author : David J. C. MacKay
Publisher : Cambridge University Press
Page : 694 pages
File Size : 47,90 MB
Release : 2003-09-25
Category : Computers
ISBN : 9780521642989
Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.
Author : Raymond Greenlaw
Publisher : Morgan Kaufmann
Page : 356 pages
File Size : 43,49 MB
Release : 1998-05
Category : Computers
ISBN : 155860474X
This innovative textbook presents the key foundational concepts for a one-semester undergraduate course in the theory of computation. It offers the most accessible and motivational course material available for undergraduate computer theory classes. Directed at undergraduates who may have difficulty understanding the relevance of the course to their future careers, the text helps make them more comfortable with the techniques required for the deeper study of computer science. The text motivates students by clarifying complex theory with many examples, exercises and detailed proofs.
Author : Mark Stamp
Publisher : John Wiley & Sons
Page : 371 pages
File Size : 32,55 MB
Release : 2005-11-11
Category : Computers
ISBN : 0471744182
Your expert guide to information security As businesses and consumers become more dependent on complexmultinational information systems, the need to understand anddevise sound information security systems has never been greater.This title takes a practical approach to information security byfocusing on real-world examples. While not sidestepping the theory,the emphasis is on developing the skills and knowledge thatsecurity and information technology students and professionals needto face their challenges. The book is organized around four majorthemes: * Cryptography: classic cryptosystems, symmetric key cryptography,public key cryptography, hash functions, random numbers,information hiding, and cryptanalysis * Access control: authentication and authorization, password-basedsecurity, ACLs and capabilities, multilevel and multilateralsecurity, covert channels and inference control, BLP and Biba'smodels, firewalls, and intrusion detection systems * Protocols: simple authentication protocols, session keys, perfectforward secrecy, timestamps, SSL, IPSec, Kerberos, and GSM * Software: flaws and malware, buffer overflows, viruses and worms,software reverse engineering, digital rights management, securesoftware development, and operating systems security Additional features include numerous figures and tables toillustrate and clarify complex topics, as well as problems-rangingfrom basic to challenging-to help readers apply their newlydeveloped skills. A solutions manual and a set of classroom-testedPowerPoint(r) slides will assist instructors in their coursedevelopment. Students and professors in information technology,computer science, and engineering, and professionals working in thefield will find this reference most useful to solve theirinformation security issues. An Instructor's Manual presenting detailed solutions to all theproblems in the book is available from the Wiley editorialdepartment. An Instructor Support FTP site is also available.
Author : Thomas M. Cover
Publisher : John Wiley & Sons
Page : 788 pages
File Size : 28,34 MB
Release : 2012-11-28
Category : Computers
ISBN : 1118585771
The latest edition of this classic is updated with new problem sets and material The Second Edition of this fundamental textbook maintains the book's tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points. The Second Edition features: * Chapters reorganized to improve teaching * 200 new problems * New material on source coding, portfolio theory, and feedback capacity * Updated references Now current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications.
Author : Daniel G. Dorner
Publisher : Facet Publishing
Page : 289 pages
File Size : 22,92 MB
Release : 2014-12-31
Category : Computers
ISBN : 185604484X
If you want to provide an information service that truly fulfils your users' needs, this book is essential reading. Analysing and assessing the information needs of clients is key to the provision of effective service and appropriate collections in both face-to-face and virtual library services. The importance of information needs analysis is widely recognized by information professionals, but currently there is little substantive, detailed work in the professional literature devoted to this important topic. This new book is designed to fill that gap, by supporting practitioners in developing an information needs analysis strategy, and offering the necessary professional skills and techniques to do so. It will offer guidance to team leaders and senior managers in all areas of library work, especially those involved in collection management, service provision and web development, and is equally applicable to the needs of academic, public, government, commercial and other more specialized library and information services. The text adopts a hands-on, jargon-free approach, and includes relevant examples, case studies, reader activities and sources of further reading. Key areas covered include: - what is information needs analysis? - how is needs analysis conducted? - what are the varieties of needs analysis? - how are analyses evaluated and reported? Readership: The book will be essential reading for library and information practitioners, team leaders and senior managers. It will also be a core text on course reading lists in departments of library and information studies.
Author : Marc Mézard
Publisher : Oxford University Press
Page : 584 pages
File Size : 16,74 MB
Release : 2009-01-22
Category : Computers
ISBN : 019857083X
A very active field of research is emerging at the frontier of statistical physics, theoretical computer science/discrete mathematics, and coding/information theory. This book sets up a common language and pool of concepts, accessible to students and researchers from each of these fields.
Author : Amiel Feinstein
Publisher :
Page : 160 pages
File Size : 23,95 MB
Release : 1958
Category : Information theory
ISBN :
Author : Rob J Hyndman
Publisher : OTexts
Page : 380 pages
File Size : 31,87 MB
Release : 2018-05-08
Category : Business & Economics
ISBN : 0987507117
Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
Author : Jerry D. Gibson
Publisher : CRC Press
Page : 1611 pages
File Size : 32,10 MB
Release : 2018-10-08
Category : Technology & Engineering
ISBN : 1420041169
For more than six years, The Communications Handbook stood as the definitive, one-stop reference for the entire field. With new chapters and extensive revisions that reflect recent technological advances, the second edition is now poised to take its place on the desks of engineers, researchers, and students around the world. From fundamental theory to state-of-the-art applications, The Communications Handbook covers more areas of specialty with greater depth that any other handbook available. Telephony Communication networks Optical communications Satellite communications Wireless communications Source compression Data recording Expertly written, skillfully presented, and masterfully compiled, The Communications Handbook provides a perfect balance of essential information, background material, technical details, and international telecommunications standards. Whether you design, implement, buy, or sell communications systems, components, or services, you'll find this to be the one resource you can turn to for fast, reliable, answers.