Poisson Point Processes: Imaging, Tracking, and Sensing 2010th Edition by Roy L. Streit (PDF)

Description

“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.

User’s Reviews

Reviews from Amazon users which were colected at the time this book was published on the website:

⭐The content itself might be fine, but the Kindle edition is almost unreadable (on Kindle Oasis).The formulas are in picture format, I think, and do not scale at all. Microscopic equationsmake this book unusable on Kindle.

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Free Download Poisson Point Processes: Imaging, Tracking, and Sensing 2010th Edition in PDF format
Poisson Point Processes: Imaging, Tracking, and Sensing 2010th Edition PDF Free Download
Download Poisson Point Processes: Imaging, Tracking, and Sensing 2010th Edition 2010 PDF Free
Poisson Point Processes: Imaging, Tracking, and Sensing 2010th Edition 2010 PDF Free Download
Download Poisson Point Processes: Imaging, Tracking, and Sensing 2010th Edition PDF
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