2010

Poisson Point Processes

Imaging, Tracking, and Sensing

Authors:

ISBN: 978-1-4419-6922-4 (Print) 978-1-4419-6923-1 (Online)

Table of contents (9 chapters)

  1. Front Matter

    Pages i-xiii

  2. Fundamentals

    1. Front Matter

      Pages 9-9

    2. No Access

      Book Chapter

      Pages 1-8

      Introduction

  3. Fundamentals

    1. Front Matter

      Pages 9-9

    2. No Access

      Book Chapter

      Pages 11-55

      The Poisson Point Process

    3. No Access

      Book Chapter

      Pages 57-80

      Intensity Estimation

    4. No Access

      Book Chapter

      Pages 81-105

      Cramér-Rao Bound (CRB) for Intensity Estimates

  4. Applications to Imaging, Tracking, and Distributed Sensing

    1. Front Matter

      Pages 107-107

    2. No Access

      Book Chapter

      Pages 109-145

      Tomographic Imaging

    3. No Access

      Book Chapter

      Pages 147-178

      Multiple Target Tracking

    4. No Access

      Book Chapter

      Pages 179-200

      Distributed Sensing

  5. Beyond the Poisson Point Process

    1. Front Matter

      Pages 201-201

    2. No Access

      Book Chapter

      Pages 203-217

      A Profusion of Point Processes

    3. No Access

      Book Chapter

      Pages 219-222

      The Cutting Room Floor

  6. Back Matter

    Pages 223-273