【仓库直发】Information Theory Coding信息论与编码/21世纪高等

Chapter1Introduction
Contents
Beforeitstarts，thereissomethingmustbeknown
1.1WhatisInformation
1.2WhatsInformationTheory？
1.2.1OriginandDevelopmentofInformationTheory
1.2.2TheapplicationandachievementofInformationTheorymethods
1.3FormationandDevelopmentofInformationTheory
QuestionsandExercises
BiographyofClaudeElwoodShannon

Chapter2BasicConceptsofInformationTheory
Contents
Preparationknowledge
2.1Self-informationandconditionalself-information
2.1.1Self-Information
2.1.2ConditionalSelf-Information
2.2Mutualinformationandconditionalmutualinformation
2.3Sourceentropy
2.3.1Introductionofentropy
2.3.2Mathematicsdescriptionofsourceentropy
2.3.3Conditionalentropy
2.3.4Unionentropy（Communalentropy）
2.3.5Basicnatureandtheoremofsourceentropy
2.4Averagemutualinformation
2.4.1Definition
2.4.2Physicssignificanceofaveragemutualinformation
2.4.3Propertiesofaveragemutualinformation
2.5Continuoussource
2.5.1Entropyofthecontinuoussource（alsocalleddifferentialentropy）
2.5.2Mutualinformationofthecontinuousrandomvariable
QuestionsandExercises
Additionalreadingmaterials

Chapter3DiscreteSourceInformation
Contents
3.1Mathematicalmodelandclassificationofthesource
3.2Thediscretesourcewithoutmemory
3.3Multi-marksdiscretesteadysource
3.4Sourceentropyofdiscrete
3.5Thesourceredundancyandtheinformationdifference
3.6Markovinformationsource

Chapter4ChannelandChannelCapacity
Contents
4.1Themodelandclassificationofthechannel
4.1.1ChannelModels
4.1.2Channelclassifications
4.2Channeldoubtdegreeandaveragemutualinformantion
4.2.1Channeldoubtdegree
4.2.2Averagemutualinformation
4.2.3Propertiesofmutualinformationfunction
4.2.4Relationshipbetweenentropy，channeldoubtdegreeandmutualinformation
4.3Thediscretechannelwithoutmemoryanditschannelcapacity
4.4Channelcapacity
4.4.1Conceptofchannelcapacity
4.4.2Discretechannelwithoutmemoryanditschannelcapacity
4.4.3Continuouschannelanditschannelcapacity

Chapter5kosslesssourcecoding
Contents
5.1Losslesscoder
5.2Losslesssourcecoding
5.2.1Fixedlengthcodingtheorem
5.2.2Unfixedlengthsourcecoding
5.3Losslesssourcecodingtheorems
5.3.1Classificationofcodeandmaincodingmethod
5.3.2Krafttheorem
5.3.3Losslessunfixedsourcecodingtheorem（ShannonFirsttheorem）
5.4Pragmaticexamplesoflosslesssourcecoding
5.4.1Huffmancoding
5.4.2ShannoncodingandFanocoding
5.5TheLempel-zivalgorithm
5.6Run-LengthEncodingandthePCXformat
QuestionsandExercises

Chapter6Limiteddistortionsourcecoding
Contents
6.1Thestartpointoflimitdistortiontheory
6.2Distortionmeasurement
6.2.1Distortionfunction
6.2.2Averagedistortion
6.3Informationratedistortionfunction
6.4PropertyofR（D）
6.4.1MinimumofDandR（D）
6.4.2DmaxandR（Dmax）
6.4.3TheunderconvexfunctionofR（D）
6.4.4ThedecreasingfuntionofR（D）
6.4.5R（D）isacontinuousfunctionofD
6.5CalculationofR（D）
6.6Limiteddistortionsourceencodingtheorem
Additionalmaterialforthischapter
Questionsandexercises

Chapter7ChannelCodingTheory
Questionsandexercises
Bibliography

作者介绍