Poisson Point Processes

Imaging, Tracking, and Sensing

Authors: Streit, Roy L.

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  • Offers an overview of non-homogeneous Poisson point processes
  • Covers applications ranging from emissions tomography to multi-target tracking
  • Discusses topics which competitive texts lack, such as intensity estimation techniques and finite random sets
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eBook 107,09 €
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  • ISBN 978-1-4419-6923-1
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Hardcover 166,39 €
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  • ISBN 978-1-4419-6922-4
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Softcover 136,06 €
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  • ISBN 978-1-4899-9449-3
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About this book

"Poisson Point Processes provides an overview of non-homogeneous and multidimensional Poisson point processes and their numerous applications. Readers will find constructive mathematical tools and applications ranging from emission and transmission computed tomography to multiple target tracking and distributed sensor detection, written from an engineering perspective. A valuable discussion of the basic properties of finite random sets is included. Maximum likelihood estimation techniques are discussed for several parametric forms of the intensity function, including Gaussian sums, together with their Cramer-Rao bounds. These methods are then used to investigate: -Several medical imaging techniques, including positron emission tomography (PET), single photon emission computed tomography (SPECT), and transmission tomography (CT scans) -Various multi-target and multi-sensor tracking applications, -Practical applications in areas like distributed sensing and detection, -Related finite point processes such as marked processes, hard core processes, cluster processes, and doubly stochastic processes, Perfect for researchers, engineers and graduate students working in electrical engineering and computer science, Poisson Point Processes will prove to be an extremely valuable volume for those seeking insight into the nature of these processes and their diverse applications.

Table of contents (9 chapters)

Table of contents (9 chapters)

Buy this book

eBook 107,09 €
price for Spain (gross)
  • ISBN 978-1-4419-6923-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 166,39 €
price for Spain (gross)
  • ISBN 978-1-4419-6922-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 136,06 €
price for Spain (gross)
  • ISBN 978-1-4899-9449-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Poisson Point Processes
Book Subtitle
Imaging, Tracking, and Sensing
Authors
Copyright
2010
Publisher
Springer US
Copyright Holder
Springer Science + Business Media
eBook ISBN
978-1-4419-6923-1
DOI
10.1007/978-1-4419-6923-1
Hardcover ISBN
978-1-4419-6922-4
Softcover ISBN
978-1-4899-9449-3
Edition Number
1
Number of Pages
XIII, 273
Topics