Poisson Point Processes

Name: Poisson Point Processes
Brand: Springer-Verlag New York Inc.
SKU: 9781441969224
Price: 722.38 PLN
Availability: InStock

Imaging, Tracking, and Sensing

Autor: Roy L. Streit

Język:

Oprawa: Twarda

Wydawca: Springer-Verlag New York Inc.

Dostępność: Dostępna u dostawcy w małych ilościach

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Poisson Point Processes provides an overview of non-homogeneous and multidimensional Poisson point p...

Informacje o książce

Autor

Roy L. Streit

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2010

strony

273

EAN

9781441969224

ISBN

1441969225

Enbook ID

01424090

Wydawca

Springer-Verlag New York Inc.

Waga

608

Wymiary

162 x 246 x 22

Pełny opis

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.

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Poisson Point Processes

Imaging, Tracking, and Sensing

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