Method for tuning a TCP-RED telematics system using control theory

Authors

  • Claudio Parra Rojas Universidad Católica Andrés Bello

DOI:

https://doi.org/10.62876/tekhn.v27i1.6314

Keywords:

RED (Random Early Detection), Congestion Control, State Variable, TCP (Transmission Control Protocol)

Abstract

Congestion control through the RED Algorithm plays a fundamental role in the design of telematic networks in terms of the performance of the network itself. The behavior of the algorithm in the network directly depends on the correct adjustment of its parameters, reported as difficult to configure. In this paper, it is presented a parameter adjustment method with modern control theory, based on state variables for wired data transmission networks. A theoretical analysis of the position of the poles of the linearized equations and tests for various operating points of the TCP-RED system has been made, and the analysis of two representative cases is introduced to verify the stability of the TCP-RED system.

 

Keywords: RED (Random Early Detection), Congestion Control, State Variable, TCP (Transmission Control Protocol)

Downloads

References

Floyd S., y Jacobson V.: “Random Early Detection gateways for Congestion Avoidance”. IEEE/ACM Transactions on Networking Vol.1, No.4, Agosto 1993, p. 397-413.

https://www.icir.org/floyd/papers/early.twocolumn.pdf

Dorf R. y Bishop R.: “Modern Control Systems”, Prentice Hall/latinoamericana, USA, 2008

Powell F. G. y Workman J.: “Digital Control of Dynamic Systems”. Adison-Wesley Press, USA, 1998.

Ohsaki H. y Murata M.: “Steady State Analysis of the RED gateway: stability, Transient Behavior, and Parameter Setting”. IEICE Trans. Commun., Vol. E85-B, No.1, Enero 2002,.https://lsnl.jp/~ohsaki/papers/Ohsaki02_IEIC E.pdf

Ogata, K. “Sistema de Control en tiempo discreto” . Pearson. 1996.

Nishiyama H., Ansari N. y Kato N.: “Wireless Loss-Tolerant Congestion Control Protocol Based on Dynamic AIMD Theory”, IEEE Wireless Comunications, Vol. 17, No.2, pp 7-14, Abril 2010.

https://web.njit.edu/~ansari/papers/10WC-

Nishiyama.pdf

Giménez, A., Murcia, M. A. y otros. New RED-Type TCP-AQM algorithms based on Betha Distribution Drop Function. Applied Science. 2022 doi 10.3390/app122111176

Padamavathi, G y Chitra, K. “ Classifications and performance of AQM-Based schemes for congestion Avoidance” IJCSIS. Vol. 8 N° 1 2010

Abu-Shareha. “Enhanced Random Early Detection using responsive Congestion Indicators. IJACSA Vol. 10 N° 3 2019

Ryu, S. y Rump C. “Advances in internet congestion control.” IEEE Communications. Third quarter 2003 Vo. 5 N°1

Srikant R.: “The Mathematics of Internet Congestion Control”, Birkäuser, USA, 2004.

Welzl M.: “Network Congestion Control”, Wiley, USA, 2005

Hollot C., Misra V., Towsley D. y Gong W.: “A control theoretic analysis of RED”, IEEE, Infocom 2001.

Published

01/10/2024

How to Cite

Parra Rojas, C. (2024). Method for tuning a TCP-RED telematics system using control theory. Tekhné, 27(1), 14–27. https://doi.org/10.62876/tekhn.v27i1.6314

Issue

Section

Articles