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Some Modeling and Estimation Issues in Control of Heterogeneous Networks

PublisherKTH - Royal Institute of Technology
Format263.3KB PDFDate added16 May 2004
Topics TCP - IP, Mobile - Wireless Communications
Downloads12

Heterogeneous communication networks with their variety of application demands, uncertain time-varying traffic load, and mixture of wired and wireless links pose several challenging problem in modeling and control. The focus of this paper is on the Round-Trip Time (RTT), which is a particularly important variable for efficient end-to-end congestion control. Based on a simple aggregated model of the network, an algorithm combining a Kalman filter and a change detection algorithm is proposed for RTT estimation. It is illustrated on real data that this algorithm provides estimates of significantly better accuracy as compared to the RTT estimator currently used in TCP.

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