{"title":"统计物理与信息论","authors":"N. Merhav","doi":"10.1561/0100000052","DOIUrl":null,"url":null,"abstract":"1: Introduction 2: Basic Background in Statistical Physics 3: Physical Interpretations of Information Measures 4: Analysis Tools and Asymptotic Methods 5: Interacting Particles and Phase Transitions 6: The Random Energy Model and Random Coding 7: Extensions of the REM 8: Summary and Outlook, References.","PeriodicalId":45236,"journal":{"name":"Foundations and Trends in Communications and Information Theory","volume":"118 1","pages":"1-212"},"PeriodicalIF":2.0000,"publicationDate":"2010-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"103","resultStr":"{\"title\":\"Statistical Physics and Information Theory\",\"authors\":\"N. Merhav\",\"doi\":\"10.1561/0100000052\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"1: Introduction 2: Basic Background in Statistical Physics 3: Physical Interpretations of Information Measures 4: Analysis Tools and Asymptotic Methods 5: Interacting Particles and Phase Transitions 6: The Random Energy Model and Random Coding 7: Extensions of the REM 8: Summary and Outlook, References.\",\"PeriodicalId\":45236,\"journal\":{\"name\":\"Foundations and Trends in Communications and Information Theory\",\"volume\":\"118 1\",\"pages\":\"1-212\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2010-12-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"103\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Foundations and Trends in Communications and Information Theory\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1561/0100000052\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Foundations and Trends in Communications and Information Theory","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1561/0100000052","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
1: Introduction 2: Basic Background in Statistical Physics 3: Physical Interpretations of Information Measures 4: Analysis Tools and Asymptotic Methods 5: Interacting Particles and Phase Transitions 6: The Random Energy Model and Random Coding 7: Extensions of the REM 8: Summary and Outlook, References.
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Foundations and Trends® in Communications and Information Theory publishes survey and tutorial articles in the following topics: - Coded modulation - Coding theory and practice - Communication complexity - Communication system design - Cryptology and data security - Data compression - Data networks - Demodulation and Equalization - Denoising - Detection and estimation - Information theory and statistics - Information theory and computer science - Joint source/channel coding - Modulation and signal design - Multiuser detection - Multiuser information theory
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