Get Poisson Point Processes: Imaging, Tracking, and Sensing PDF

By Roy L. Streit

ISBN-10: 1441969225

ISBN-13: 9781441969224

ISBN-10: 1489994491

ISBN-13: 9781489994493

"Poisson element strategies offers an outline of non-homogeneous and multidimensional Poisson element tactics and their a number of functions. Readers will locate positive mathematical instruments and functions starting from emission and transmission computed tomography to a number of aim monitoring and allotted sensor detection, written from an engineering standpoint. A necessary dialogue of the fundamental houses of finite random units is incorporated. greatest chance estimation strategies are mentioned for a number of parametric varieties of the depth functionality, together with Gaussian sums, including their Cramer-Rao bounds. those equipment are then used to investigate:

-Several clinical imaging options, together with positron emission tomography (PET), unmarried photon emission computed tomography (SPECT), and transmission tomography (CT scans)

-Various multi-target and multi-sensor monitoring applications,

-Practical functions in components like disbursed sensing and detection,

-Related finite element techniques reminiscent of marked techniques, demanding middle approaches, cluster procedures, and doubly stochastic techniques,

Perfect for researchers, engineers and graduate scholars operating in electric engineering and laptop technological know-how, Poisson element approaches will end up to be an incredibly precious quantity for these looking perception into the character of those techniques and their different applications.

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Poisson Point Processes: Imaging, Tracking, and Sensing by Roy L. Streit


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