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Poisson Point Processes

Name: Poisson Point Processes
Brand: Springer-Verlag New York Inc.
SKU: 01424090
Price: 63887 HUF
Availability: InStock
Author: Roy L. Streit
ISBN: 9781441969224

Imaging, Tracking, and Sensing

Roy L. Streit

Language

English

Book Hardback

Libristo code: 01424090

Publishers Springer-Verlag New York Inc., September 2010

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

Libristo code: 01424090

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63 887 Ft

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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.