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Poisson Point Processes: Imaging, Tracking, and Sensing
Roy L. Streit
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Description for Poisson Point Processes: Imaging, Tracking, and Sensing
Hardback. This overview of non-homogeneous and multidimensional Poisson point processes and their applications features mathematical tools and applications from emission- and transmission-computed tomography to multiple target tracking and distributed sensor detection. Num Pages: 273 pages, biography. BIC Classification: PBT; UYA; UYS. Category: (G) General (US: Trade). Dimension: 246 x 162 x 22. Weight in Grams: 560.
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 ... Read more
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 ... Read more
Product Details
Publisher
Springer-Verlag New York Inc.
Format
Hardback
Publication date
2010
Condition
New
Weight
559g
Number of Pages
273
Place of Publication
New York, NY, United States
ISBN
9781441969224
SKU
V9781441969224
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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