On the event distance of Poisson processes with applications to sensors (Q477345)

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scientific article; zbMATH DE number 6376316
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On the event distance of Poisson processes with applications to sensors
scientific article; zbMATH DE number 6376316

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    On the event distance of Poisson processes with applications to sensors (English)
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    3 December 2014
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    The author calculates the expected distance between two i.i.d.\ Poisson processes with respective arrival times \(X_1, X_2, \dots \) and \(Y_1, Y_2, \dots\) on a line and derives a closed form formula for the event distances \(E[|X_{k+r}-Y_k|]\), for any \(r \geq 0\), \(k \geq 1\). A typical motivation for studying these quantities could arise in sensor networks with one Poisson process representing resources and the other Poisson process representing events, and is required to match one-by-one resources with events. The distance is represented as a linear combination of the Pochhammer polynomials. An application to optimal matchings and optimal transportation cost for a set of sensors in a line is provided.
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    Poisson processes
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    expected distance
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    Pochhammer polynomials
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    sensor networks
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    arrival time
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    gamma distribution
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    event distance
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    matchings
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    transportation cost
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