Stability study of the TCP-RED system using detrended fluctuation analysis

Xi Chen; Siu Chung Wong; Chi Kong Tse; Ljiljana Trajkovic

doi:10.1109/ISCAS.2008.4541420

Stability study of the TCP-RED system using detrended fluctuation analysis

Xi Chen, Siu Chung Wong, Chi Kong Tse, Ljiljana Trajkovic

The Hong Kong Polytechnic University

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

3 Citations (Scopus)

Abstract

It has been observed that the TCP-RED system may exhibit instability and oscillatory behavior. Control methods proposed in the past have been based on the analytical models that rely on statistical measurements of network parameters. In this paper, we apply the detrended fluctuation analysis (DFA) method to analyze stability of the TCP-RED system. The DFA has been used for detecting long-range correlations in seemingly nonstationary noisy signals. The key indicator emanating from DFA is known as the scaling exponent. By examining the variations of the DFA scaling exponent when varying system parameters, we quantify the stability of the TCP-RED system in terms of system's characteristics.

Original language	English
Title of host publication	2008 IEEE International Symposium on Circuits and Systems, ISCAS 2008
Pages	324-327
Number of pages	4
DOIs	https://doi.org/10.1109/ISCAS.2008.4541420
Publication status	Published - 19 Sept 2008
Event	2008 IEEE International Symposium on Circuits and Systems, ISCAS 2008 - Seattle, WA, United States Duration: 18 May 2008 → 21 May 2008

Conference

Conference	2008 IEEE International Symposium on Circuits and Systems, ISCAS 2008
Country/Territory	United States
City	Seattle, WA
Period	18/05/08 → 21/05/08

ASJC Scopus subject areas

Electrical and Electronic Engineering

More information

10.1109/ISCAS.2008.4541420

http://hdl.handle.net/10397/763

Cite this

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title = "Stability study of the TCP-RED system using detrended fluctuation analysis",

abstract = "It has been observed that the TCP-RED system may exhibit instability and oscillatory behavior. Control methods proposed in the past have been based on the analytical models that rely on statistical measurements of network parameters. In this paper, we apply the detrended fluctuation analysis (DFA) method to analyze stability of the TCP-RED system. The DFA has been used for detecting long-range correlations in seemingly nonstationary noisy signals. The key indicator emanating from DFA is known as the scaling exponent. By examining the variations of the DFA scaling exponent when varying system parameters, we quantify the stability of the TCP-RED system in terms of system's characteristics.",

author = "Xi Chen and Wong, {Siu Chung} and Tse, {Chi Kong} and Ljiljana Trajkovic",

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Chen, X, Wong, SC, Tse, CK & Trajkovic, L 2008, Stability study of the TCP-RED system using detrended fluctuation analysis. in 2008 IEEE International Symposium on Circuits and Systems, ISCAS 2008., 4541420, pp. 324-327, 2008 IEEE International Symposium on Circuits and Systems, ISCAS 2008, Seattle, WA, United States, 18/05/08. https://doi.org/10.1109/ISCAS.2008.4541420

Stability study of the TCP-RED system using detrended fluctuation analysis. / Chen, Xi; Wong, Siu Chung; Tse, Chi Kong et al.
2008 IEEE International Symposium on Circuits and Systems, ISCAS 2008. 2008. p. 324-327 4541420.

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

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AB - It has been observed that the TCP-RED system may exhibit instability and oscillatory behavior. Control methods proposed in the past have been based on the analytical models that rely on statistical measurements of network parameters. In this paper, we apply the detrended fluctuation analysis (DFA) method to analyze stability of the TCP-RED system. The DFA has been used for detecting long-range correlations in seemingly nonstationary noisy signals. The key indicator emanating from DFA is known as the scaling exponent. By examining the variations of the DFA scaling exponent when varying system parameters, we quantify the stability of the TCP-RED system in terms of system's characteristics.

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BT - 2008 IEEE International Symposium on Circuits and Systems, ISCAS 2008

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Stability study of the TCP-RED system using detrended fluctuation analysis

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