Integrated Control in High-Speed Networks using constrained Model Predictive Control

Sekela Mwandosya; Mieczyslaw Brdys

doi:10.3182/20130708-3-CN-2036.00122

Integrated Control in High-Speed Networks using constrained Model Predictive Control

Sekela Mwandosya, Mieczyslaw Brdys

Electronic, Electrical and Systems Engineering

Research output: Contribution to journal › Conference article › peer-review

Abstract

This paper studies congestion control in high-speed communication networks using Model Predictive Control (MPC). Network traffic is assumed to consist of best-effort and priority traffic sources. An integrated controller consisting of two control parts is designed. The controller calculates the capacity for priority sources and the input rate of best-effort sources. MPC is desirable as it can take into account the constraints on the finite buffer and input rate, as well as deal very well with systems with time delays.

Original language	English
Pages (from-to)	284-289
Number of pages	6
Journal	IFAC-PapersOnLine
Volume	46
Issue number	13
Early online date	13 Sept 2013
DOIs	https://doi.org/10.3182/20130708-3-CN-2036.00122
Publication status	Published - 21 Apr 2016
Event	13th IFAC Symposium on Large Scale Complex Systems Theory and Applications - Shanghai, China Duration: 7 Jul 2013 → 10 Jul 2013

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Cite this

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title = "Integrated Control in High-Speed Networks using constrained Model Predictive Control",

abstract = "This paper studies congestion control in high-speed communication networks using Model Predictive Control (MPC). Network traffic is assumed to consist of best-effort and priority traffic sources. An integrated controller consisting of two control parts is designed. The controller calculates the capacity for priority sources and the input rate of best-effort sources. MPC is desirable as it can take into account the constraints on the finite buffer and input rate, as well as deal very well with systems with time delays.",

author = "Sekela Mwandosya and Mieczyslaw Brdys",

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AU - Brdys, Mieczyslaw

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N2 - This paper studies congestion control in high-speed communication networks using Model Predictive Control (MPC). Network traffic is assumed to consist of best-effort and priority traffic sources. An integrated controller consisting of two control parts is designed. The controller calculates the capacity for priority sources and the input rate of best-effort sources. MPC is desirable as it can take into account the constraints on the finite buffer and input rate, as well as deal very well with systems with time delays.

AB - This paper studies congestion control in high-speed communication networks using Model Predictive Control (MPC). Network traffic is assumed to consist of best-effort and priority traffic sources. An integrated controller consisting of two control parts is designed. The controller calculates the capacity for priority sources and the input rate of best-effort sources. MPC is desirable as it can take into account the constraints on the finite buffer and input rate, as well as deal very well with systems with time delays.

U2 - 10.3182/20130708-3-CN-2036.00122

DO - 10.3182/20130708-3-CN-2036.00122

M3 - Conference article

SN - 1474-6670

VL - 46

SP - 284

EP - 289

JO - IFAC-PapersOnLine

JF - IFAC-PapersOnLine

IS - 13

T2 - 13th IFAC Symposium on Large Scale Complex Systems Theory and Applications

Y2 - 7 July 2013 through 10 July 2013

ER -

Integrated Control in High-Speed Networks using constrained Model Predictive Control

Abstract

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