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Theory of Probability and Mathematical Statistics
Theory of Probability and Mathematical Statistics
ISSN: 1547-7363(e) 0094-9000(p)
     

The distribution of a random sum of exponentials with an application to a traffic problem

Author(s): Frank Recker
Original publication: Teoriya Imovirnostei ta Matematichna Statistika, vipusk 76 (2007).
Journal: Theor. Probability and Math. Statist. No. 76 (2008), 159-167.
MSC (2000): Primary 60G40, 90B20
Posted: July 17, 2008
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Abstract: We study a random sum of exponentially distributed random variables. The stopping time is defined to be the first realization that is greater than or equal to a given constant. We will derive an expression for the distribution function of this sum. This has applications in determining the waiting time for a large gap in a Poisson process. As an example, we will give a traffic problem, where such a waiting time occurs.


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E. Grycko and O. Moeschlin, A criterion for the occurrence or non-occurrence of a traffic collapse at a bottleneck, Commun. Statist. Stochastic Models 14 (1998), no. 3, 571-584. MR 1621330 (99g:90042)

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E. Grycko and O. Moeschlin, A concept of optimal control at a bottleneck with symmetric volume of traffic, Commun. Stat. Stochastic Models 14 (1998), no. 3, 585-600. MR 1621334 (99g:90043)

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S. P. Meyn and R. L. Tweedie, Markov Chains and Stochastic Stability, 2nd. Ed., Springer, London, 1993. MR 1287609 (95j:60103)

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F. Recker, On the asymptotical queue length in vehicular traffic confluence (2005). (to appear)

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Additional Information:

Frank Recker
Affiliation: Department of Mathematics, University of Hagen, D-58084 Hagen, Germany
Email: frank.recker@fernuni-hagen.de

DOI: 10.1090/S0094-9000-08-00740-0
PII: S 0094-9000(08)00740-0
Keywords: Poisson process, stopping time, queuing theory, traffic problems
Received by editor(s): 3/OCT/2005
Posted: July 17, 2008
Copyright of article: Copyright 2008, American Mathematical Society


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