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An Introduction to Signal Detection and Estimation

  • Textbook
  • © 1988

Overview

Authors:
  1. H. Vincent Poor

    1. Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, USA

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Part of the book series: Springer Texts in Electrical Engineering (STELE)

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Table of contents (7 chapters)

  1. Front Matter

    Pages i-x
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  2. Introduction

    • H. Vincent Poor
    Pages 1-6

  3. Elements of Hypothesis Testing

    • H. Vincent Poor
    Pages 7-61

  4. Signal Detection in Discrete Time

    • H. Vincent Poor
    Pages 62-195

  5. Elements of Parameter Estimation

    • H. Vincent Poor
    Pages 196-285

  6. Elements of Signal Estimation

    • H. Vincent Poor
    Pages 286-364

  7. Signal Detection in Continuous Time

    • H. Vincent Poor
    Pages 365-450

  8. Signal Estimation in Continuous Time

    • H. Vincent Poor
    Pages 451-538

  9. Back Matter

    Pages 539-549
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Keywords

About this book

The purpose of this book is to introduce the reader to the basic theory of signal detection and estimation. It is assumed that the reader has a working knowledge of applied probabil­ ity and random processes such as that taught in a typical first-semester graduate engineering course on these subjects. This material is covered, for example, in the book by Wong (1983) in this series. More advanced concepts in these areas are introduced where needed, primarily in Chapters VI and VII, where continuous-time problems are treated. This book is adapted from a one-semester, second-tier graduate course taught at the University of Illinois. However, this material can also be used for a shorter or first-tier course by restricting coverage to Chapters I through V, which for the most part can be read with a background of only the basics of applied probability, including random vectors and conditional expectations. Sufficient background for the latter option is given for exam pIe in the book by Thomas (1986), also in this series.

Authors and Affiliations

  • Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, USA

    H. Vincent Poor

Bibliographic Information

  • Book Title: An Introduction to Signal Detection and Estimation

  • Authors: H. Vincent Poor

  • Series Title: Springer Texts in Electrical Engineering

  • DOI: https://doi.org/10.1007/978-1-4757-3863-6

  • Publisher: Springer New York, NY

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer Science+Business Media New York 1988

  • eBook ISBN: 978-1-4757-3863-6Published: 29 June 2013

  • Series ISSN: 1431-8482

  • Edition Number: 1

  • Number of Pages: X, 549

  • Number of Illustrations: 2 b/w illustrations

  • Topics: Communications Engineering, Networks

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