Book 2008

Principles of Signal Detection and Parameter Estimation

Authors:

ISBN: 978-0-387-76542-6 (Print) 978-0-387-76544-0 (Online)

Table of contents (13 chapters)

  1. Front Matter

    Pages 1-16

  2. No Access

    Chapter

    Pages 1-12

    Introduction

  3. Part I Foundations

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 1-57

      Binary and Mary Hypothesis Testing

    3. No Access

      Chapter

      Pages 1-40

      Tests with Repeated Observations

    4. No Access

      Chapter

      Pages 1-56

      Parameter Estimation Theory

    5. No Access

      Chapter

      Pages 1-65

      Composite Hypothesis Testing

    6. No Access

      Chapter

      Pages 1-42

      Robust Detection

  4. Part II Gaussian Detection

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 1-47

      Karhunen Loeve Expansion of Gaussian Processes

    3. No Access

      Chapter

      Pages 1-43

      Detection of Known Signals in Gaussian Noise

    4. No Access

      Chapter

      Pages 1-62

      Detection of Signals with Unknown Parameters

    5. No Access

      Chapter

      Pages 1-50

      Detection of Gaussian Signals in WGN

    6. No Access

      Chapter

      Pages 1-41

      EM Estimation and Detection of Gaussian Signals with unknown parameters

  5. Part III Markov Chain Detection

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 1-65

      Detection of Markov Chains with Known Parameters

    3. No Access

      Chapter

      Pages 1-40

      Detection of Markov Chains with Unknown Parameters

  6. Back Matter

    Pages 1-7