Poisson Point Processes

Name: Poisson Point Processes
Brand: Springer-Verlag New York Inc.
SKU: 9781441969224
Price: 895.27 RON
Availability: InStock

Imaging, Tracking, and Sensing

Autor: Roy L. Streit

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Legare: Copertă tare

Editura: Springer-Verlag New York Inc.

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

Informații despre carte

Autor

Roy L. Streit

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2010

Pagini

273

EAN

9781441969224

ISBN

1441969225

Enbook ID

01424090

Editura

Springer-Verlag New York Inc.

Greutate

608

Dimensiuni

162 x 246 x 22

Descriere completă

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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Descriere completă

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