NDLI: Estimating basic characteristics of arrival processes in advanced packet-switched networks by empirical data

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Estimating basic characteristics of arrival processes in advanced packet-switched networks by empirical data

Content Provider	IEEE Xplore Digital Library
Author	Markovitch, N.M. Krieger, U.R.
Copyright Year	1999
Description	Author affiliation: Inst. of Control Sci., Acad. of Sci., Moscow, Russia (Markovitch, N.M.)
Abstract	Considering realistic teletraffic analysis in advanced packet-switched networks, the estimation of basic characteristics of the arrival processes by empirical data is an important subject of current research. Using independent observations of the interarrival times between events and the mean number of events in intervals of fixed length, we state new procedures to estimate the intensity of a nonhomogeneous Poisson process and the renewal function of a renewal process. In our approach we formulate the estimation task as statistical ill-posed problem and apply the regularization technique for the solution of the derived Volterra's integral equations and the stabilization of the estimates.
Starting Page	70
Ending Page	78
File Size	708999
Page Count	9
File Format	PDF
ISBN	0780359852
DOI	10.1109/INTS.1999.874009
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1999-10-25
Publisher Place	Russia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computer science Intelligent networks Poisson equations Integral equations Stochastic processes Telecommunication traffic Time measurement Electronic mail IP networks State estimation
Content Type	Text
Resource Type	Article

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