Performance Analysis of a DEKF for Available Bandwidth Measurement. (28th February 2016)

• Record Type: Journal Article
• Authors: Santoro, Diego; Vadursi, Michele
• Other Names: Abuelma'atti Muhammad Taher Academic Editor.
• Is Part Of: Journal of electrical and computer engineering. Volume 2016(2016)
• Publication Date: 2016-02-28
• Subjects: Computer engineering -- Periodicals; Electrical engineering -- Periodicals; 621.3905
• DOI: 10.1155/2016/7538108
• Languages: English
• ISSNs: 2090-0147

Abstract

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.