Stability Study of the TCP-RED System Using Detrended Fluctuation Analysis

Xi Chen; Siu-Chung Wong; Chi K. 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 K. Tse
, Ljiljana Trajkovic

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › 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. ©2008 IEEE.

Original language	English
Title of host publication	2008 IEEE International Symposium on Circuits and Systems
Pages	324-327
DOIs	https://doi.org/10.1109/ISCAS.2008.4541420
Publication status	Published - May 2008
Externally published	Yes
Event	2008 IEEE International Symposium on Circuits and Systems (ISCAS 2008) - Seattle, United States Duration: 18 May 2008 → 21 May 2008

Publication series

Name	Proceedings - IEEE International Symposium on Circuits and Systems
ISSN (Print)	0271-4302
ISSN (Electronic)	2158-1525

Conference

Conference	2008 IEEE International Symposium on Circuits and Systems (ISCAS 2008)
Place	United States
City	Seattle
Period	18/05/08 → 21/05/08

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10.1109/ISCAS.2008.4541420

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@inproceedings{b3bb08aaad9340ebbe68209fed116308,

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. {\textcopyright}2008 IEEE.",

author = "Xi Chen and Siu-Chung Wong and Tse, \{Chi K.\} and Ljiljana Trajkovic",

year = "2008",

month = may,

doi = "10.1109/ISCAS.2008.4541420",

language = "English",

isbn = "9781424416844",

series = "Proceedings - IEEE International Symposium on Circuits and Systems",

pages = "324--327",

booktitle = "2008 IEEE International Symposium on Circuits and Systems",

note = "2008 IEEE International Symposium on Circuits and Systems (ISCAS 2008) ; Conference date: 18-05-2008 Through 21-05-2008",

}

Chen, X, Wong, S-C, 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., 4541420, Proceedings - IEEE International Symposium on Circuits and Systems, pp. 324-327, 2008 IEEE International Symposium on Circuits and Systems (ISCAS 2008), Seattle, Washington, 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 K. et al.
2008 IEEE International Symposium on Circuits and Systems. 2008. p. 324-327 4541420 (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Stability Study of the TCP-RED System Using Detrended Fluctuation Analysis

AU - Chen, Xi

AU - Wong, Siu-Chung

AU - Tse, Chi K.

AU - Trajkovic, Ljiljana

PY - 2008/5

Y1 - 2008/5

N2 - 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. ©2008 IEEE.

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. ©2008 IEEE.

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U2 - 10.1109/ISCAS.2008.4541420

DO - 10.1109/ISCAS.2008.4541420

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9781424416844

SN - 9781424416837

T3 - Proceedings - IEEE International Symposium on Circuits and Systems

SP - 324

EP - 327

BT - 2008 IEEE International Symposium on Circuits and Systems

T2 - 2008 IEEE International Symposium on Circuits and Systems (ISCAS 2008)

Y2 - 18 May 2008 through 21 May 2008

ER -

Stability Study of the TCP-RED System Using Detrended Fluctuation Analysis

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