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Performance Analysis of a DEKF for Available Bandwidth Measurement


Affiliations
1 Department of Engineering, University of Naples "Parthenope", Centro Direzionale Isola C4, 80143 Naples, Italy
 

The paper presents a characterisation analysis of a measurement algorithm based on a Discrete-time Extended Kalman Filter (DEKF), which has recently been proposed for the estimation and tracking of end-to-end available bandwidth. The analysis is carried out by means of simulations for different rates of variations of the available bandwidth and permits assessing the performance of the measurement algorithm for different values of the filter parameters, that is, the covariance matrixes of the measurement and process noise.
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  • Performance Analysis of a DEKF for Available Bandwidth Measurement

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Authors

Diego Santoro
Department of Engineering, University of Naples "Parthenope", Centro Direzionale Isola C4, 80143 Naples, Italy
Michele Vadursi
Department of Engineering, University of Naples "Parthenope", Centro Direzionale Isola C4, 80143 Naples, Italy

Abstract


The paper presents a characterisation analysis of a measurement algorithm based on a Discrete-time Extended Kalman Filter (DEKF), which has recently been proposed for the estimation and tracking of end-to-end available bandwidth. The analysis is carried out by means of simulations for different rates of variations of the available bandwidth and permits assessing the performance of the measurement algorithm for different values of the filter parameters, that is, the covariance matrixes of the measurement and process noise.