{"title":"信息和估计度量之间的相互作用","authors":"Dongning Guo, S. Shamai, S. Verdú","doi":"10.1561/2000000018","DOIUrl":null,"url":null,"abstract":"1. Introduction 2: Basic Information and Estimation Measures 3: Properties of the MMSE in Gaussian Noise 4: Mutual Information and MMSE: Basic Relationship 5: Mutual Information and MMSE in Discrete- and Continuous-time Gaussian Channels 6: Entropy, Relative Entropy, Fisher Information, and Mismatched Estimation 7: Applications of I-MMSE 8: Information and Estimation Measures in Poisson Models and Channels 9: Beyond Gaussian and Poisson Models 10: Outlook. Acknowledgements. Appendices. References.","PeriodicalId":12340,"journal":{"name":"Found. Trends Signal Process.","volume":"109 1","pages":"243-429"},"PeriodicalIF":0.0000,"publicationDate":"2013-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"97","resultStr":"{\"title\":\"The Interplay Between Information and Estimation Measures\",\"authors\":\"Dongning Guo, S. Shamai, S. Verdú\",\"doi\":\"10.1561/2000000018\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"1. Introduction 2: Basic Information and Estimation Measures 3: Properties of the MMSE in Gaussian Noise 4: Mutual Information and MMSE: Basic Relationship 5: Mutual Information and MMSE in Discrete- and Continuous-time Gaussian Channels 6: Entropy, Relative Entropy, Fisher Information, and Mismatched Estimation 7: Applications of I-MMSE 8: Information and Estimation Measures in Poisson Models and Channels 9: Beyond Gaussian and Poisson Models 10: Outlook. Acknowledgements. Appendices. References.\",\"PeriodicalId\":12340,\"journal\":{\"name\":\"Found. Trends Signal Process.\",\"volume\":\"109 1\",\"pages\":\"243-429\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-11-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"97\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Found. Trends Signal Process.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1561/2000000018\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Found. Trends Signal Process.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1561/2000000018","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Interplay Between Information and Estimation Measures
1. Introduction 2: Basic Information and Estimation Measures 3: Properties of the MMSE in Gaussian Noise 4: Mutual Information and MMSE: Basic Relationship 5: Mutual Information and MMSE in Discrete- and Continuous-time Gaussian Channels 6: Entropy, Relative Entropy, Fisher Information, and Mismatched Estimation 7: Applications of I-MMSE 8: Information and Estimation Measures in Poisson Models and Channels 9: Beyond Gaussian and Poisson Models 10: Outlook. Acknowledgements. Appendices. References.
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