Poisson Point Processes

Language: English

Published by Springer US, Springer New York Okt 2014, 2014

1489994491 / 9781489994493

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This item is printed on demand - Print on Demand Titel. Neuware -'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 applicationsPractical applications in areas like distributed sensing and detectionRelated finite point processes such as marked processes, hard core processes, cluster processes, and doubly stochastic processesPerfect 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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 288 pp. Englisch.

Seller Inventory # 9781489994493

Title
Poisson Point Processes
Author
Roy L. Streit
Publisher
Springer US, Springer New York Okt 2014
Publication year
2014
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1489994491
ISBN 13
9781489994493
Item weight
441 grams
Dimensions
235x155x16 mm

buchversandmimpf2000

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